Revealing new insights against the challenges of alternative protein sector under One Health approach with AI
Overview
The many challenges relating to environmental sustainability and climate change are major global concerns. Finding sustainable and efficient ways to provide sufficient, nutritious food, especially in relation to protein sources in conjunction with reducing carbon dioxide emissions produced by livestock are amongst the top priorities. Emerging alternative sources of proteins from plants, insects, algae, microbes, fermentation, and cell cultured have shown varying degrees of potential as complementary and/or replacement approaches to animal protein industry with large profit margins. However, health risks associated with consumption of alternative proteins have not been well studied and is therefore a major knowledge gap for the food industry and regulatory authorities. Especially those potential microorganism related challenges (e.g. anti-microbial resistance and mycotoxins) may become an increasing threat to human health. Therefore, understanding the transmission of AMR genes and mycotoxins across the One Health sectors through food chains and build up a resilient testing system has become a top priority. The project is closely aligned to core merit of the UN Sustainable Development Goals(SDGs) and One Health Approach. Thus, cutting edge science and technology is being applied, especially with the help of AI and machine learning tools, to deal with identified real world problems through multidisciplinary approach and mutual knowledge sharing across both academia and industry.
The current understanding of the potential One Health impacts against the alternative protein sector, especially those microbial related challenges which commonly received from plants, insects, yet remained unclear. This project will exploit the breadth of cutting-edge analytical technology platforms and associated expertise in the ASSET Technology Centre under the UK National Measurements Laboratory programme. A multidisciplinary consortium has been built between UK and Chinese top research institutes under the UKRI-MoST co-funded One Health project. It will also exploit the knowledge and experience of the UK food industry through the Food Industry Intelligence Network (Fiin) and increase the current level of understanding of microbial related risks in the global alternative protein supply chains.
This will be followed by further methodology development with three targets: (a) Detection of AMR genes and potentially related to pesticide overuse of plant/insect based protein food (b) Testing against mycotoxins in alternative protein feed and food products, and to assess the potential health risks (c) To understand the migration of AMR gene and mycotoxins across the food supply chain under One Health approach, from-farm-to-fork, together with their potential biomarkers and toxicological effects.
For DNA testing, CRISPR-Cas systems with SERS(1) and nanopore(2) will be used to develop rapid and portable on-site solutions for AMR genes and mycotoxins (3). Laboratory-based LC-HRMS will be employed to deliver the screening workflows for testing against multiple mycotoxins in animal feed and alternative protein food products. Selected machine learning algorithms will be employed as part of the data processing to further enhance method performance(4). Eventually a multidisciplinary toolbox for different end users to address the microbial One Health challenges will be developed.
Training and exchanging opportunities:
The successful applicant will have the opportunity to work with researchers at Queen’s University Belfast, LGC, and industrial partners from Fiin, and Agilent etc. The student is thought to be hugely benefited through the globalized network(Not only UK but also in China and Thailand) and gain knowledge towards alternative proteins and One Health approach.
Students will be receiving multidisciplinary training including a wide range of analytical tools: LC-MS , SERS, nanopore together with data processing with chemometric software and machine learning algorisms. Student exchange experiences will be provided to students from partnership institutes in China and Thailand.The student will also be able to attend national and international conferences and exchanging/internship experiences in those UK enterprises and EU/Chinese top institutes.
References:
1.Zhang, X., Shi, Y., Wang, P., Wu, D., Liu, J., Huang, R., Wu, Y. & Li, G. Biomineralization-inspired artificial clickase for portable click SERS immunoassay of Salmonella enterica serovar Paratyphi B in foods. Food Chemistry. 2023, 2413:135553
2.Shi, Y., Tan, Z., Li, W., Wu, D., Li, L., Wu, Y. & Li, G. Enzyme-Assisted Endogenous Guide DNA Generation-Mediated Pyrococcus furiosus Argonaute for Alicyclobacillus acidoterrestris Detection. Journal of Agricultural and Food Chemistry. 2024, 72, 2, 1354–1360
3.Su, Z., Kong, Y., Li, T., Zhao, Y., Zhang, X., Wu, D., Wu, Y. & Li, G. An aptamer-triggered hybridization chain reaction strategy for ultra-sensitive biological nanopore detection of aflatoxin B1, Sensors and Actuators B: Chemical. 2024 407:135457
4.Li, Y., Birse, N., Hong, Y., Quinn, B., Logan, N., Jiao, Y., Elliott, C. T. & Wu, D.. Promoting LC-QToF based non-targeted fingerprinting and biomarker selection with machine learning for the discrimination of black tea geographical origin. Food Chemistry. 2025, 465:142088
Students from biological, analytical chemistry, food science backgrounds and certain degrees are welcomed to apply to this PhD project.
Lab experiences and knowledge in at least one of those enlisted areas (Preferred Skills):
Surface enhanced Raman Spectroscopy
Nanopore sequencing
CRISPR-Cas and molecular cloning
LC-MS
Chemometrics modelling
Advanced Skills (Bonus & priority):
Nanopore assembling and optimisation
Machine learning algorisms (Using R or MATLAB)
Biomarker identification
Supervisors: Dr Di Wu (QUB), Professor Chris Creevey (QUB), Professor Yongning Wu (China National Centre for Food Safety Risk Assessment).
Funding Information
QUB School of Biological Sciences is advertising a range of projects for a limited number of DfE studentship awards. Shortlisted candidates across the range of projects will be interviewed in competition for a studentship. International candidates are welcome to apply but should note that only a very small number of the awards are available to International applicants; please refer to pages 4-7 of the DfE terms and conditions: https://www.economy-ni.gov.uk/publications/student-finance-postgraduate-studentships-terms-and-conditions
Project Summary
Dr Di Wu
Full-time: 3 years
Biological Sciences overview
The School of Biological Sciences provides PhD and MPhil (research degree) programmes in subjects ranging from basic biochemistry, molecular genetics and cancer research, to agricultural science, marine ecology and the economic evaluation of ecosystem services and food retailing. If you have a topic or research question in mind, please use the Find a Supervisor link (see Apply tab) to identify the most appropriate member of staff to support your idea. If not, don't worry, we regularly advertise funded projects and there is no harm in browsing our academic staff profiles for inspiration and then contacting whoever seems best: we are very open to applications from suitably qualified people interested in scientific research. In every case, a PhD or MPhil course provides the means of being part of a cutting edge scientific research team and contributing to genuine new discoveries or the development of new methods for practical use. If you cannot study full time, we offer pro-rata part time research degree programmes as well.
There are three broad themes to research at the School:
- Agri-Food Systems and Human Nutrition
- Understanding Health and Disease
- Sustaining Ecosystems and Biodiversity
Agri-Food Systems and Human Nutrition:
This theme focuses on how Agri-Food systems can be better positioned to provide safe, authentic and healthy diets with high-quality plant, livestock, and aquaculture products, whilst supporting human and animal health in a way that is sustainable and resilient to climactic changes.
Underpinning these goals, the disciplinary expertise of the theme integrates basic and applied research from animal health and welfare, nutrition, performance, and environmental and social impact (e.g. greenhouse gas emissions from livestock) to chemical contaminant and natural toxin detection, food microbiology, food fraud detection, and food systems traceability and transparency, integrated into a holistic total systems approach.
Supporting by underpinning expertise in cutting-edge molecular, genomic, transcriptomic, proteomic, and metabolomic technologies, artificial intelligence and simulation modelling, the goal of the theme is to support the transformation of global Agri-Food systems. This is with the purpose of maximising the benefits both to animal and human nutrition and health, while simultaneously reducing environmental impact, protecting ecological resources, supporting livelihoods and access to affordable safe foods, and upholding social, cultural, and ethical values. A system based on the principles of measurable integrity and impact.
Understanding Health and Disease:
The Understanding Health and Disease research theme covers humans, plants, and animals with research strengths in prevention, diagnostics, surveillance, epidemiology, and treatments. We study how health can be improved through food and nutrition and how diseases can be tackled by understanding their fundamental molecular mechanisms, including those underpinning the biology of pathogens and parasites. Our researchers work in human cancer and genetic diseases, in infections caused by bacteria, fungi, viruses, and parasites, and in how global health and disease will be affected by global warming and climate change.
We recognize that the only way to tackle the problems we face as a society is to take an interdisciplinary approach to our research. This means we have expertise in broad areas including molecular biology, biochemistry, bioinformatics, genomics, transcriptomics, modelling, bioanalytical chemistry, proteomics, metabolomics, microbiology, parasitology, and plant biology. We work internationally with researchers and partners in universities, charities, non-governmental organisations, industry, and government agencies to tackle local and global challenges.
Sustaining Ecosystems and Biodiversity:
This theme covers research in biodiversity and ecosystem services for environments ranging from tropical forests to deep oceans, using field techniques and skills such as wildlife tracking, taxonomy, geostatistics, molecular and genetic ecology, environmental microbiology, microbial ecology, food web analysis, microcosm and mesocosm experiments, and mathematical/computational methods. Within this theme we also study the behaviour and temperament of wild, agricultural or domestic animals and their implications for welfare and ability to respond to environmental change.
Potential research projects include phylogenetic analysis of rare and newly discovered species, examination of ecological interactions in tropical systems, agricultural soils, or marine communities, using state-of-the-art genetic analysis, surveys using drones or satellite tagging, or experiments in tanks and field plots, including careful and ethical examinations of animal behaviour. Projects range from theoretical analysis of stability in ecosystems, through discovery of new species and mechanisms of interaction, or responses to climate change, to the assessment of agri-environment schemes, development of new methods for commercial fisheries management and economic evaluations of conservation measures. Projects very often have an international dimension and include collaboration with other researchers worldwide.
Biological Sciences Highlights
Industry Links
- The School has a wide range of strong, international links with governments, academia and industry, into which postgraduate research students are integrated.
World Class Facilities
- Research students will have access to laboratory space as required (in our state-of-the-art research laboratories) and where relevant, also a range of field study sites and equipment (e.g. remote sensing drone equipment). They also have access to local and campus-wide high performance computing facilities and the full strength of our world-class library. Many students also benefit from the strong collaboration network maintained by our academic staff, which could result in working in the laboratories of partner organisations in industry and government as well as in the University, under specific arrangements.
- Students studying in the Food Safety and Nutrition programme will gain excellent practical experience of advanced technology and bioanalytical techniques for food safety analysis and monitoring, including:
1. GC, HPLC and UPLC separation platforms;
2. ICP, IR, qToF and QqQ mass spectrometers;
3. Microbiological research facilities;
4. Antibody production and biomolecule binder development;
5. Cell culture suite and bioanalytical assay detection systems;
6. NMR, NIR and Raman spectrometers;
7. Proteomic and metabolomic profiling tools RT-PCR;
8. Transcriptomic profiling;
9. Next-generation sequencing;
10. Multiplex biosensor platforms and LFD development.
Internationally Renowned Experts
- Research at Institute for Global Food Security and the School of Biological Sciences was rated 1st in the UK in the latest Research Exercise Framework (REF) – an independent assessment of research quality, impact and environment at UK universities.
IGFS/Biological Sciences topped the national league table for Agriculture, Veterinary and Food Science, with 94% of research in those areas deemed “world-leading” or “internationally excellent”.
Additionally, the research environment at IGFS/SBS scored a phenomenal 100%.
Key Facts
- Most of the critical problems facing humanity - disease, climate change and food security - require biological understanding to solve them.
Course content
Research Information
PhD Supervisors
Information on the research interests and activities of academics in Biological Sciences can be accessed via the School website and the Find a Supervisor facility (see Apply tab).
Career Prospects
Introduction
Queen's postgraduates reap exceptional benefits. Unique initiatives, such as Degree Plus and Researcher Plus bolster our commitment to employability, while innovative leadership and executive programmes alongside sterling integration with business experts helps our students gain key leadership positions both nationally and internationally.
Career prospects in the biological sciences are exceptionally good. To some extent it depends on the specific topic, of course, but laboratory-based and especially quantitative skills and the proven innovation of a PhD or MPhil are highly sought after. Degrees are very much in demand, both in commercial science and public sector research and development (e.g. drug discovery and development, crop and animal improvements and welfare, sustainable agriculture and resource use, human nutrition and health, animal health, ecological management, food safety and technology, scientific communications, regulation, and many more fields).
Employment after the Course
Graduates have gone on to be professional research scientists, consultants, or hold technical and junior executive positions in commerce and government.
People teaching you
Dr Gareth Arnott
Postgraduate Research Director
School of Biological Sciences
For a PhD you will have a principal and second supervisor who advise your independent studies and will be supported by a wider team from the academic staff - who they are, of course, depends on your project. For further details on any aspect of postgraduate research degrees within the School of Biological Sciences, contact: biosciences-pg@qub.ac.uk.
Research degrees are overseen by the School of Biological Sciences Director of Postgraduate Research, who currently is Dr Gareth Arnott.
Learning Outcomes
A postgraduate research degree involves the undertaking of independent research under the guidance of a professional academic supervisory team, typically using the laboratory facilities on offer in one or more of the teams' labs. The student will be expected to develop their own ideas and learn the methods needed to test them empirically and theoretically. This usually involves learning and practising both laboratory (and or field) skills as well as developing a strong theoretical background in the relevant subject.As well as practical work, all the activities of independent academic scholarship, such as literature searching and critical appraisal, written and verbal communications and academic networking will be developed during a research degree. Independence and innovation will be strongly encouraged, but the student will be supported by regular supervisory guidance and a wide range of courses will also be on offer, both in subject specific skills and generic skills, especially supported by the Graduate School (https://www.qub.ac.uk/graduate-school/).
Students are encouraged to interact with one another and with members of academic staff and postdoctoral scientists to build confidence and informal learning, through a range of ‘research culture’ activities, including peer groups where students get together to discuss topical research papers, or methods, or just chat about their interests.
Course structure
Research degrees vary in length, but typically for a PhD they are three or four years long (full-time) and double that for part-time studies. They follow an annual cycle of progress with formal panel-based appraisals of the progress, the outcome of which is typically practical and academic advice about how to overcome problems encountered and how to move to the next stage. During each year, students are expected to supplement their studies with some tailored courses, ranging from highly specific (e.g. learning to use a piece of apparatus or technique) to generic (e.g. developing oral presentation or leadership skills). Every stage is supported by the supervisory team, augmented by an independent panel of progress monitors as well as the full support of the Graduate School.Assessment
Assessment processes for the Research Degree differ from taught degrees. Students will be expected to present drafts of their work at regular intervals to their supervisor who will provide written and oral feedback; a formal assessment process takes place annually.
This Annual Progress Review requires students to present their work in writing and orally to a panel of academics from within the School. Successful completion of this process will allow students to register for the next academic year.
The final assessment of the doctoral degree is both oral and written. Students will submit their thesis to an internal and external examining team who will review the written thesis before inviting the student to orally defend their work at a Viva Voce.
Feedback
Supervisors will offer feedback on draft work at regular intervals throughout the period of registration on the degree.
Facilities
Full-time research students will have access to a desk in a shared office space.
Entrance requirements
Graduate
The minimum academic requirement for admission to a research degree programme is normally an Upper Second Class Honours degree in a relevant subject from a UK or ROI HE provider, or an equivalent qualification acceptable to the University. Further information can be obtained by contacting the School.
International Students
For information on international qualification equivalents, please check the specific information for your country.
English Language Requirements
Evidence of an IELTS* score of 6.5, with not less than 5.5 in any component, or an equivalent qualification acceptable to the University is required (*taken within the last 2 years).
International students wishing to apply to Queen's University Belfast (and for whom English is not their first language), must be able to demonstrate their proficiency in English in order to benefit fully from their course of study or research. Non-EEA nationals must also satisfy UK Visas and Immigration (UKVI) immigration requirements for English language for visa purposes.
For more information on English Language requirements for EEA and non-EEA nationals see: www.qub.ac.uk/EnglishLanguageReqs.
If you need to improve your English language skills before you enter this degree programme, INTO Queen's University Belfast offers a range of English language courses. These intensive and flexible courses are designed to improve your English ability for admission to this degree.
Tuition Fees
Northern Ireland (NI) 1 | TBC |
Republic of Ireland (ROI) 2 | TBC |
England, Scotland or Wales (GB) 1 | TBC |
EU Other 3 | £25,600 |
International | £25,600 |
1 EU citizens in the EU Settlement Scheme, with settled or pre-settled status, are expected to be charged the NI or GB tuition fee based on where they are ordinarily resident, however this is provisional and subject to the publication of the Northern Ireland Assembly Student Fees Regulations. Students who are ROI nationals resident in GB are expected to be charged the GB fee, however this is provisional and subject to the publication of the Northern Ireland Assembly student fees Regulations.
2 It is expected that EU students who are ROI nationals resident in ROI will be eligible for NI tuition fees. The tuition fee set out above is provisional and subject to the publication of the Northern Ireland Assembly student fees Regulations.
3 EU Other students (excludes Republic of Ireland nationals living in GB, NI or ROI) are charged tuition fees in line with international fees.
All tuition fees quoted are for the academic year 2021-22, and relate to a single year of study unless stated otherwise. Tuition fees will be subject to an annual inflationary increase, unless explicitly stated otherwise.
More information on postgraduate tuition fees.
Biological Sciences costs
Students may incur additional costs for small items of clothing and/or equipment necessary for lab or field work
Additional course costs
All Students
Depending on the programme of study, there may also be other extra costs which are not covered by tuition fees, which students will need to consider when planning their studies . Students can borrow books and access online learning resources from any Queen's library. If students wish to purchase recommended texts, rather than borrow them from the University Library, prices per text can range from £30 to £100. Students should also budget between £30 to £100 per year for photocopying, memory sticks and printing charges. Students may wish to consider purchasing an electronic device; costs will vary depending on the specification of the model chosen. There are also additional charges for graduation ceremonies, and library fines. In undertaking a research project students may incur costs associated with transport and/or materials, and there will also be additional costs for printing and binding the thesis. There may also be individually tailored research project expenses and students should consult directly with the School for further information.
Bench fees
Some research programmes incur an additional annual charge on top of the tuition fees, often referred to as a bench fee. Bench fees are charged when a programme (or a specific project) incurs extra costs such as those involved with specialist laboratory or field work. If you are required to pay bench fees they will be detailed on your offer letter. If you have any questions about Bench Fees these should be raised with your School at the application stage. Please note that, if you are being funded you will need to ensure your sponsor is aware of and has agreed to fund these additional costs before accepting your place.
How do I fund my study?
1.PhD OpportunitiesFind PhD opportunities and funded studentships by subject area.
2.Funded Doctoral Training ProgrammesWe offer numerous opportunities for funded doctoral study in a world-class research environment. Our centres and partnerships, aim to seek out and nurture outstanding postgraduate research students, and provide targeted training and skills development.
3.PhD loansThe Government offers doctoral loans of up to £26,445 for PhDs and equivalent postgraduate research programmes for English- or Welsh-resident UK and EU students.
4.International ScholarshipsInformation on Postgraduate Research scholarships for international students.
Funding and Scholarships
The Funding & Scholarship Finder helps prospective and current students find funding to help cover costs towards a whole range of study related expenses.
How to Apply
Apply using our online Postgraduate Applications Portal and follow the step-by-step instructions on how to apply.
Find a supervisor
If you're interested in a particular project, we suggest you contact the relevant academic before you apply, to introduce yourself and ask questions.
To find a potential supervisor aligned with your area of interest, or if you are unsure of who to contact, look through the staff profiles linked here.
You might be asked to provide a short outline of your proposal to help us identify potential supervisors.