Metal-Organic Framework-Based Gas Sensors: Structural Engineering for Early Diabetes Diagnosis and Monitoring (SEEDDM)
Lead Research Organisation:
University of Edinburgh
Department Name: Sch of Engineering
Abstract
Diabetes is a tremendous health problem with 537 million cases worldwide in 2021 and contributing to millions of deaths each year. The annual global health expenditure on diabetes is expected to reach GBP 876 billion by 2045. Spectroscopic technologies (e.g. gas chromatography and mass spectrometry), alternative to invasive glucose blood testing, still dominate the non-invasive breath analysis market for diabetes screening and monitoring, however, these technologies are relatively expensive, slow, complex and require specialist skills to use and to interpret results. In comparison to those techniques, nanomaterials-based sensors (e.g. metal oxide semiconductor (MOS)) provide advantages such as simple, sensitivity, small size, ease of operation, and minimum maintenance requirements. However, most of the MOS-based sensors require high operating temperatures (200-500 oC) resulting in high energy consumption. Furthermore, MOSs only allow limited discrimination between different gases (e.g. alcohols and ketones) which cannot be determined without specialised spectroscopic techniques. Therefore, the development on the nanomaterials have been motivated.
Metal-organic framework (MOF)-based materials are favourable due to their tunable pore sizes and shapes, high surface area, and nanopore structures, which allow easy diffusion of guest molecules into the highly-ordered frameworks, but the problems such as (mostly) their nonconducting characteristic, poor stability, unclarified and complicated gas sensing mechanism need to be solved, thus the innovation of structures for MOF-based electrodes calls for further exploration. The SEEDDM project will bring together internationally recognised researchers in heterojunction-based materials architectures and modelling from UM (Kuala Lumpur, Malaysia) and the expertise of UoE (Edinburgh, UK) in the development of porous nanomaterials to work on the conductive monolith metal-organic framework (MOF) coupled with suitable hydrogel electrolytes for breath (volatile organic compounds) VOC sensing in the applications of early diabetes diagnosis and monitoring. Our joint approach aims to solve the research challenges (synergy effects of conductive monolith MOF electrodes and hydrogel electrolytes to work at ultra-low power and room temperature environment) for the purpose of innovating inexpensive, portable, and high-performance devices. Diabetes biomarkers that could be detectable in breath are VOCs, which include acetone, isoprene, carbon monoxide, ammonia, and alkanes. Through collaboration with UM, state-of-the-art materials and device characterisation techniques will be used to understand the underlying mechanisms which will advance our ability to develop improved clinical decision, making personalised therapies combined increased levels of self-monitoring and diagnostics. The successful of this research will potentially ease the pressure of NHS on early diabetes screening and monitoring.
After successfully fulfilling SEEDDM, we aim to innovate a portable, non-invasive breath analyser that exhibits high sensitivity (e.g. 0.05-3 ppm acetone detection at room temperature), high selectivity of target gases (e.g. ketone, alcohol), fast T90 response time (the time consumed when the gas detector changes from reading 0 to 90% of the full scale gas concentration) less than 60s, and stable cycle of more than 1,000 redox cycles (>85% humidity). Medical monitoring devices and wearable health technology have seen rapid growth over the past years (£17.5 billion in 2021 to £162.6 billion by 2030, a CAGR of 28.1%). Therefore, SEEDDM will not only help advance the quality of healthcare research and innovative efforts in the UK and Malaysia, but also strengthen and stimulate the development of new technologies in the healthcare industry.
Metal-organic framework (MOF)-based materials are favourable due to their tunable pore sizes and shapes, high surface area, and nanopore structures, which allow easy diffusion of guest molecules into the highly-ordered frameworks, but the problems such as (mostly) their nonconducting characteristic, poor stability, unclarified and complicated gas sensing mechanism need to be solved, thus the innovation of structures for MOF-based electrodes calls for further exploration. The SEEDDM project will bring together internationally recognised researchers in heterojunction-based materials architectures and modelling from UM (Kuala Lumpur, Malaysia) and the expertise of UoE (Edinburgh, UK) in the development of porous nanomaterials to work on the conductive monolith metal-organic framework (MOF) coupled with suitable hydrogel electrolytes for breath (volatile organic compounds) VOC sensing in the applications of early diabetes diagnosis and monitoring. Our joint approach aims to solve the research challenges (synergy effects of conductive monolith MOF electrodes and hydrogel electrolytes to work at ultra-low power and room temperature environment) for the purpose of innovating inexpensive, portable, and high-performance devices. Diabetes biomarkers that could be detectable in breath are VOCs, which include acetone, isoprene, carbon monoxide, ammonia, and alkanes. Through collaboration with UM, state-of-the-art materials and device characterisation techniques will be used to understand the underlying mechanisms which will advance our ability to develop improved clinical decision, making personalised therapies combined increased levels of self-monitoring and diagnostics. The successful of this research will potentially ease the pressure of NHS on early diabetes screening and monitoring.
After successfully fulfilling SEEDDM, we aim to innovate a portable, non-invasive breath analyser that exhibits high sensitivity (e.g. 0.05-3 ppm acetone detection at room temperature), high selectivity of target gases (e.g. ketone, alcohol), fast T90 response time (the time consumed when the gas detector changes from reading 0 to 90% of the full scale gas concentration) less than 60s, and stable cycle of more than 1,000 redox cycles (>85% humidity). Medical monitoring devices and wearable health technology have seen rapid growth over the past years (£17.5 billion in 2021 to £162.6 billion by 2030, a CAGR of 28.1%). Therefore, SEEDDM will not only help advance the quality of healthcare research and innovative efforts in the UK and Malaysia, but also strengthen and stimulate the development of new technologies in the healthcare industry.
Publications
Wong Y
(2024)
Enhanced acetone detection performance of mechanically-mixed WO3:ZnO composites
in Materials Today Communications
| Description | The design of the electrode sensors is currently underway, with promising data indicating an extended life cycle for the zinc-ion battery, which will be integrated into the wearable gas sensor system. We have successfully secured a 7-day HAXPES equipment session to investigate the functional materials for this project. Additionally, through collaboration with the University of Edinburgh (across multiple schools), the University of Glasgow, and Heriot-Watt University, we have secured approximately £2 million in funding for the EPSRC FeME project, which focuses on sustainability, inclusivity, and advancing interdisciplinary engineering solutions. |
| Exploitation Route | -A self-powered sensor system. -Integrated and optimized zinc-ion batteries (ZIBs) for stable energy storage within the wearable system. -Gas detection capabilities with high sensitivity and selectivity. -Foster interdisciplinary collaboration between researchers in electrochemistry, materials science, and sensor technology. |
| Sectors | Energy Healthcare Pharmaceuticals and Medical Biotechnology |
| Description | The SEEDM project has led to advancements in wearable gas sensor technology, with potential applications in diabetes monitoring. By integrating zinc-ion batteries (ZIBs) into a self-powered gas sensing system, this technology aims to detect diabetes-related biomarkers in exhaled breath or sweat, offering a non-invasive and real-time monitoring solution for diabetic patients. Key Benefits & Potential Impact -Non-Invasive Monitoring: Eliminates the need for frequent blood tests by detecting diabetes-related volatile organic compounds (VOCs) in breath or sweat. -Continuous & Real-Time Tracking: Provides instant health insights, enabling early detection of glucose imbalances. -Energy-Efficient & Sustainable: The extended-life zinc-ion battery (ZIB) integration ensures long-term, uninterrupted performance without frequent charging. -Potential for Personalized Medicine: Could be linked to smartphone applications for real-time data tracking and alerts. - Other application: The sensor system has the potential to improve air quality monitoring, enhance workplace safety, and contribute to real-time health diagnostics, benefiting public health initiatives. Future Applications & Next Steps Clinical Validation: Conducting further testing with medical experts to validate sensor accuracy in detecting diabetes biomarkers. Industry Collaboration: Partnering with health-tech companies to develop a commercially viable product. Regulatory Approvals: Seeking medical certifications for real-world deployment in healthcare settings. Policy & Public Engagement: Findings will be shared with policymakers and public health agencies to promote the adoption of wearable sensing technologies for personal health tracking and air quality monitoring. This research lays the foundation for revolutionizing diabetes care, providing a user-friendly, accessible, and affordable alternative to traditional blood glucose monitoring methods. |
| Sector | Creative Economy,Digital/Communication/Information Technologies (including Software),Electronics,Energy,Environment,Healthcare,Pharmaceuticals and Medical Biotechnology |
| Impact Types | Cultural Societal Economic Policy & public services |
| Description | Failure Modes of Engineering (FeME): a network for future inclusivity, sustainability, and global impact |
| Amount | £2,150,354 (GBP) |
| Funding ID | APP38421 |
| Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 04/2025 |
| End | 05/2028 |
| Description | Electrochemical gas sensing for healthcare application |
| Organisation | University of Malaya |
| Country | Malaysia |
| Sector | Academic/University |
| PI Contribution | As Principal Investigator, I led the gas sensing project, overseeing research conceptualization, experiment design, and grant acquisition (e.g., EPSRC). In collaboration with Prof. Wong (Universiti Malaya), we published Enhanced Acetone Detection Performance of Mechanically-Mixed WO3:ZnO Composites (Materials Today Communications, 40, 2024, 109890). This study highlights the superior acetone sensing capabilities of WO3:ZnO composites, particularly at a 1:2 weight ratio, due to n-n heterojunctions, porous morphology, and surface defects. Our findings lay the groundwork for the EPSRC-funded SEEDDM project, advancing novel gas sensors for early diabetes diagnosis. |
| Collaborator Contribution | The partners have contributed through an in-kind contribution of GBP 10,000, which includes the use of characterization equipment in Malaysia: SEM and TEM, including energy dispersive spectroscopy for morphological characterization and ex-situ experiments, X-ray photoelectron spectroscopy for surface chemical composition analysis, and XRD for phase and composition characterization. |
| Impact | Outputs/Outcomes: 1. Successful Grant: August 2023-August 2025, EPSRC ECR international collaboration: £200 000 (PI, Metal-Organic Framework-Based Gas Sensors: Structural Engineering for Early Diabetes Diagnosis and Monitoring (SEEDDM)) 2. Publication: Enhanced Acetone Detection Performance of Mechanically-Mixed WO3:ZnO Composites, published in Materials Today Communications (DOI: 10.1016/j.mtcomm.2024.109890). 3. Academic and Knowledge Exchange Activities: Visiting Scholar at the University of Edinburgh: Prof. Yew Hoong Wong will visit from 4th July to 10th July 2025, project discussions, to conduct a workshop on electrochemical sensing, and deliver an invited talk. 4. Promotions and Career Advancements: Prof. Wong was promoted to Full Professor at the University of Malaya in June 2024. 5. Future Leader Fellowship Application: new collaborator, Prof. John A. Rogers from Northwestern University (mentor), I am currently progressing through the internal selection process at the university, with the goal of submission by 18 June 2025 if successful. |
| Start Year | 2023 |
| Description | Failure Modes of Engineering (FeME): a network for future inclusivity, sustainability, and global impact |
| Organisation | University of Glasgow |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Our women-led research team was formed through the Climate Leadership Program, where we connected as like-minded academics committed to addressing engineering challenges related to climate change, sustainability, and inclusivity. Through this program, we expanded our network and established the Failure Modes of Engineering (FeME) initiative, ultimately coming together to develop a strong EPSRC TERC application. With expertise spanning multiple disciplines, we have collaboratively shaped the strategic framework of FeME, identifying key failure modes in engineering practices that hinder progress in climate resilience, sustainability, and interdisciplinary collaboration. My expertise in gas sensing led me to join the Climate Leadership Program, and through this network, I have contributed to integrating sensor technology, data analysis, and environmental impact assessment into the initiative. As a team, we have led efforts in securing funding, designing research strategies, and facilitating global engagement between academia, industry, and policymakers. We successfully secured the EPSRC Tomorrow's Engineering Research Challenges (TERC) Network Plus Grant (APP38421, May 2025 - 2028, GBP 2.15M), establishing the Failure Modes of Engineering (FeME) network-a collaborative initiative focused on future inclusivity, sustainability, and global impact. My role in this project is as a specialist, contributing my expertise to ensure impactful research outcomes. Utilizing the EPSRC grant, we aim to organize workshops, develop training programs, and launch mentoring schemes, particularly to support women, minorities, and vulnerable groups in engineering. Through this multi-disciplinary, women-led collaboration between the University of Edinburgh, Heriot-Watt University, and the University of Glasgow, FeME is driving forward inclusive, sustainable, and impactful engineering solutions, ensuring that diverse perspectives shape the future of engineering research. We are grateful for the valuable contributions from our project partners, who have provided direct and indirect support for FeME's initiatives: Project Partners and Contributions a) People of Data (Thame, United Kingdom) - £20,000 (Network co-creation and participation) b) Scottish Environment Protection Agency (SEPA) (Stirling, United Kingdom) - £6,117 (Network co-creation and participation) c) Universitas Gadjah Mada (Yogyakarta, Indonesia) - £5,000 (Network co-creation and participation) d) Edinburgh Innovations (Edinburgh, United Kingdom) - £48,000 (Business development support) e) CEED (Blantyre, United Kingdom) - £23,000 (Network co-creation and participation) f) BE-ST (Glasgow, United Kingdom) - £2,500 (Network co-creation and participation) g) Equal Engineers (London, United Kingdom) - £12,000 (Network co-creation and participation) h) Defankle Innovation Limited (Glasgow, United Kingdom) - £15,000 (Network co-creation and participation) i) Scotland Beyond Net Zero (Edinburgh, United Kingdom) - £2,000 (Network co-creation and participation) j) National Biofilms Innovation Centre (Southampton, United Kingdom) - £33,000 (Network co-creation and participation) k) Oshun Labs (London, United Kingdom) - £21,600 (Network co-creation and participation) l) The Open University (Milton Keynes, United Kingdom) - £5,000 (Network co-creation and participation) m) Greek Civil Engineering Federation (Lesvos Island, Greece) - £1,695 (Network co-creation and participation) These collaborations strengthen the FeME network, ensuring a broad and diverse range of expertise, industry connections, and academic excellence in shaping the future of engineering research. |
| Collaborator Contribution | Our partners, including University of Edinburgh, University of Glasgow, and Heriot-Watt University, along with multiple industry and third-sector organizations, have significantly contributed by: a) Providing expertise across engineering, business, psychology, education, and sustainability disciplines. b) Co-developing research themes that address the challenges identified in the FeME framework, particularly regarding climate change and inclusivity in engineering. c) Supporting training programs and workshops, contributing to mentoring and leadership development within the network. d) Facilitating access to networks, and industry collaborations to enhance the real-world impact of FeME. |
| Impact | a) Secured £2,150,354 in funding for the FeME network to advance sustainable, inclusive, and interdisciplinary engineering solutions. b) Established a global network of researchers and industry leaders working on climate change, inclusivity, and interdisciplinary challenges in engineering. This collaboration is highly multi-disciplinary. It includes expertise from: • Engineering & Systems Thinking - Developing sustainable and inclusive engineering solutions. • Business & Economics - Addressing economic barriers to inclusive and sustainable engineering. • Psychology & Education - Understanding behavioral influences and promoting education in engineering diversity. • Environmental Science & Sustainability - Examining the role of engineering in addressing climate change and resilience. • Mathematics, Chemistry, & Informatics - Providing analytical tools, materials research, and computational models for engineering applications. |
| Start Year | 2025 |
| Description | Strengthening International Collaboration Through Academic Exchange and Research Initiatives |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | Academic Collaboration, Guest Lecture, and Lab Visit: As part of our international collaboration, I hosted the academic visit from Shanghai Jiao Tong University (SJTU) in August 2024 at the University of Edinburgh. During this visit, Dr. Jiantao Zai delivered a talk as part of the IBioE Seminar Series titled: "The Construction and Application of Electrocatalysts for Sulfur-Based Flow Batteries" on 6th August (https://eng.ed.ac.uk/about/events/20240806-1100/ibioe-seminar-construction-and-application-electrocatalysts-sulfur-based) Lab Visit: The delegation from SJTU visited our research labs, where they engaged in discussions on ongoing research projects, experimental techniques, and potential future collaborations in electrocatalyst and sustainable technology development. This collaboration strengthens research ties between SJTU and the University of Edinburgh, fostering interdisciplinary research and paving the way for future joint initiatives in cutting-edge electrochemical technologies. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://eng.ed.ac.uk/about/events/20240806-1100/ibioe-seminar-construction-and-application-electroca... |
