Lipidomics and metabolomics for rare disease diagnosis
Lead Research Organisation:
Swansea University
Department Name: Institute of Life Science Medical School
Abstract
One of the top priorities set out by the UK Rare Diseases Framework is to help patients get a final diagnosis faster. There are an estimated 6,000-8,000 rare diseases, including over 1,000 inborn metabolic disorders. The majority of rare disease patients experience the diagnostic odyssey, including diagnosis delay, misdiagnosis, or no correct diagnosis. Harnessing the power of gene technology for patient care has made a significant advance, but gene sequencing is mostly limited to diagnosing patients with known mutations. To further transform rare disease diagnosis, biochemical methods including metabolomics, and gene sequencing technology need to be developed together and integrated. Clinicians want more global and efficient assays which can identify what is the cause of the medical problem and can rule out other conditions in an initial assessment with a fast turnaround time.
UK academic laboratories specialising in mass spectrometry have world-leading expertise in global metabolite analysis, known as metabolomics. Currently this technology is only used in ad hoc research collaborations, and the majority of patients do not directly benefit from such recent technology developments.
To address the challenges in rare disease diagnosis, by bringing together, bioanalysts including experts in metabolomics, clinical scientists, clinicians, geneticists, biostatisticians and patient groups, from across the four nations of the UK, our node aims to establish new routes for clinical access to multiplexed lipidomic/metabolomic assays targeted at rare diseases, enabling earlier diagnosis, intervention and improved clinical outcomes.
UK academic laboratories specialising in mass spectrometry have world-leading expertise in global metabolite analysis, known as metabolomics. Currently this technology is only used in ad hoc research collaborations, and the majority of patients do not directly benefit from such recent technology developments.
To address the challenges in rare disease diagnosis, by bringing together, bioanalysts including experts in metabolomics, clinical scientists, clinicians, geneticists, biostatisticians and patient groups, from across the four nations of the UK, our node aims to establish new routes for clinical access to multiplexed lipidomic/metabolomic assays targeted at rare diseases, enabling earlier diagnosis, intervention and improved clinical outcomes.
Technical Summary
Mass spectrometry (MS) offers high specificity of metabolite identification and quantification and is routinely used for newborn screening and by NHS metabolic laboratories. Recent advances in MS based metabolomics and lipidomics allow the quantitative profiling of a large number (>1,000) of metabolites in a given sample. MS is a powerful tool to reveal biochemical abnormalities and to facilitate rare disease diagnosis in combination with genomics and other biochemical assays. This project will bring MS expertise from the UK lipidomic/metabolomic community into the domain of rare disease diagnosis. It will translate the latest lipidomic/metabolomic methods from a research settings to the clinical laboratory.
Specifically, we will:
(1) Translate enhanced screening assays for rare lipid and metabolic disorders from the research laboratory to the NHS metabolic laboratory.
(2) Integrate metabolomics with genomics for diagnosis of Syndromes Without A Name.
With further technological development, i.e., faster sample turn-around and lower cost, we aim to incorporate more lipidomic/metabolomic technology into the diagnostic pathways as well as considering its future application to newborn screening programmes, allowing asymptomatic patients to be identified and diagnosed. The node will be open to new members who bring in different "omic" expertise including bioinformaticians and economists, also to new clinical centres with the challenge of diagnosing patients with rare metabolic disorders.
Specifically, we will:
(1) Translate enhanced screening assays for rare lipid and metabolic disorders from the research laboratory to the NHS metabolic laboratory.
(2) Integrate metabolomics with genomics for diagnosis of Syndromes Without A Name.
With further technological development, i.e., faster sample turn-around and lower cost, we aim to incorporate more lipidomic/metabolomic technology into the diagnostic pathways as well as considering its future application to newborn screening programmes, allowing asymptomatic patients to be identified and diagnosed. The node will be open to new members who bring in different "omic" expertise including bioinformaticians and economists, also to new clinical centres with the challenge of diagnosing patients with rare metabolic disorders.
Organisations
- Swansea University (Lead Research Organisation)
- National Inst. Health & Care Research (Co-funder)
- University Hospital of Wales (Collaboration, Project Partner)
- University of Iowa (Collaboration)
- University of Oxford (Collaboration)
- University of Turku (Collaboration)
- Bradford Royal Infirmary (Collaboration)
- Sheffield Children's NHS Foundation Trust (Collaboration)
- Micromass UK Ltd (Waters Corporation) (Project Partner)
- Shimadzu UK Ltd (Project Partner)
- SCIEX (Project Partner)
Publications
Carling RS
(2025)
Urine organic acid metabolomic profiling by gas chromatography mass spectrometry: Assessment of solvent extract evaporation parameters on the recovery of key diagnostic metabolites.
in Clinica chimica acta; international journal of clinical chemistry
Griffiths W
(2023)
Role of Bile Acid Pathway Intermediates in Pathology of CTX
Griffiths W
(2023)
Role of Bile Acid Pathway Intermediates in Pathology of CTX
Griffiths WJ
(2023)
Role of Bile Acid Pathway Intermediates in Pathology of CTX
| Description | Department of Health workshop on non-genetic conditions |
| Geographic Reach | National |
| Policy Influence Type | Contribution to a national consultation/review |
| Description | NHS Wales Rare Diseases Implementation Group |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://executive.nhs.wales/functions/networks-and-planning/rare-diseases/rdig-documents/progress-re... |
| Description | Wales Rare Diseases Implementation Network 2025 |
| Geographic Reach | National |
| Policy Influence Type | Participation in a guidance/advisory committee |
| Description | Advanced Neurotherapies Centre |
| Amount | £2,856,309 (GBP) |
| Funding ID | N/A |
| Organisation | Health and Care Research Wales |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2025 |
| End | 04/2030 |
| Description | Cholesterol precursor signature and evaluation of biomarker potential in HD biofluids |
| Amount | £149,634 (GBP) |
| Funding ID | CHDI_SwanseaUniv_Griffiths_2024_RecID_A-19668 |
| Organisation | CHDI Foundation |
| Sector | Charity/Non Profit |
| Country | United States |
| Start | 12/2024 |
| End | 05/2026 |
| Description | Sterol biomarkers for amyotrophic lateral sclerosis |
| Amount | £318,758 (GBP) |
| Funding ID | MR/Z505730/1 |
| Organisation | Medical Research Council (MRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 11/2024 |
| End | 04/2026 |
| Description | Advanced Neurotherapies Centre |
| Organisation | University Hospital of Wales |
| Country | United Kingdom |
| Sector | Hospitals |
| PI Contribution | We are providing expertise in lipidomic analysis. |
| Collaborator Contribution | Our collaborators are providing patient samples. |
| Impact | Successful grant application to Health Care Research Wales |
| Start Year | 2024 |
| Description | Bradford Royal Infirmary |
| Organisation | Bradford Royal Infirmary |
| Country | United Kingdom |
| Sector | Hospitals |
| PI Contribution | Analyze samples from patients suffering from rare disease to monitor response to therapy. |
| Collaborator Contribution | Provide samples from patients suffering from rare disease. |
| Impact | Our data is informing on individual patient treatment. This is a multidisciplinary collaboration between clinicians and analytical chemists. |
| Start Year | 2024 |
| Description | Cardiff University & UHW |
| Organisation | University Hospital of Wales |
| Country | United Kingdom |
| Sector | Hospitals |
| PI Contribution | We have provided expertise, intellectual input and access to equipment to assist in the diagnosis of rare diseases. |
| Collaborator Contribution | Our collaborators have provided access to appropriate samples and clinical expertise. |
| Impact | We have assisted in patient diagnosis where genomic data was equivocal. Our data is informing on patient treatment. |
| Start Year | 2023 |
| Description | Microsample Ring Trial |
| Organisation | University of Turku |
| Country | Finland |
| Sector | Academic/University |
| PI Contribution | We are participating in a European ring trial testing the effectiveness of devises for microsampling of blood to be used in clinical lipidomics. |
| Collaborator Contribution | Our partners are organizing the ring trial and providing the microsampling devices. |
| Impact | An expert protocol has been prepared for to evaluate blood sampling using microsampling device for use in clinical lipidomics. |
| Start Year | 2024 |
| Description | Motor Neuron Disease |
| Organisation | University of Oxford |
| Department | Nuffield Department of Clinical Neurosciences |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Expertise in sterol and oxysterol analysis |
| Collaborator Contribution | Expertise in motor neuron disease clinical pathology. Supported successful MRC grant application MR/Z505730/1 by providing patient samples. |
| Impact | doi: 10.1194/jlr.P071639 WO2018007803A1 |
| Start Year | 2014 |
| Description | SHEFFIELD CHILDREN'S NHS FOUNDATION TRUST |
| Organisation | Sheffield Children's NHS Foundation Trust |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | Collaboration to facilitate the diagnosis of rare disease |
| Collaborator Contribution | Facilitate the collection of relevant samples, provide background information and clinical information. |
| Impact | The collaboration has assisted in clinical diagnosis where genetics were equivocal. Our data is informing patient treatment. |
| Start Year | 2023 |
| Description | University of Iowa |
| Organisation | University of Iowa |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | We generated biomarker data from Huntington Disease patient samples. |
| Collaborator Contribution | Our collaborator performed detailed statistical analysis. The more detailed statistical analysis is currently being performed |
| Impact | Multidisciplinary involving analytical scientists and clinicians. https://chdifoundation.org/2023-conference/#griffiths |
| Start Year | 2023 |
| Description | Wellcome Centre for Human Genetics |
| Organisation | University of Oxford |
| Department | Oxford Hub |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are performing sterol analysis to clarify the biochemistry behind rare mutations in human and in a mouse model. |
| Collaborator Contribution | Oxford are providing biological material. |
| Impact | Grant application. |
| Start Year | 2022 |
| Description | Cardiff Huntington's Disease Centre Public Engagement Event |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | Presentation to the Cardiff Huntington's Disease Centre Public Engagement Event. Great interest from the patients and carers about the work we are doing to support future clinical trials. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Cardiff Huntington's Disease Centre Public Engagement Event 2024 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | Describe current work to find a biomarker for the progression of Huntington's disease to patient carers and patient groups. |
| Year(s) Of Engagement Activity | 2024 |
| Description | DHSC |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Presentation made to DHSC workshop on non-genetic conditions and how to address some of the barriers to improved outcomes and experience. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Festival of Genomics & Biodata London 2025 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | More than 700 people attended the Festival of Genomics 2025, Griffiths gave a talk and chaired a session on the The Epigenetics and Emerging Omics Stage. There was considerable feedback from patients, carers and/or patient groups. |
| Year(s) Of Engagement Activity | 2025 |
| URL | https://festivalofgenomics.com/london/en/page/2025-homepage?utm_campaign=Festival%20of%20Genomics%20... |
| Description | International CTX workgroup |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | Par of the International CTX workgroup which gave a presentation at 2025 GLIA Scientific Meeting |
| Year(s) Of Engagement Activity | 2025 |
| URL | https://www.youtube.com/watch?v=whPJJkBujK4 |
| Description | Minister for Health and Social Services |
| Form Of Engagement Activity | A press release, press conference or response to a media enquiry/interview |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Public/other audiences |
| Results and Impact | Press release describing Swansea Universities involvement in the UK Rare Disease Research Platform as the Lipidomics and metabolomics for rare disease diagnosis node. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.swansea.ac.uk/press-office/news-events/news/2023/12/swansea-university-opens-specialist-... |
| Description | NHS WALES RDID |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Invited presentation to NHS Wales Rare Diseases Implementation Group. The presentation made the group aware of the potential of metabolomics/lipidomics for rare disease diagnosis. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Public Virtual Genomics Cafe 2025 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | People with rare diseases, their carers and advocates attended the talk, there were many questions about diagnosing rare disease faster. |
| Year(s) Of Engagement Activity | 2024 |
| Description | RAREsummit23 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | Panellist in the session "DIAGNOSTIC ADVANCES: BEYOND THE GENOME" at the beginning of the meeting. Sparked an interest in the concept of using metabolomics/lipidomics to diagnose rare diseases. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.youtube.com/watch?v=KsZ4PvELAec |
| Description | Rare Disease Day Wales 2025 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Patients, carers and/or patient groups |
| Results and Impact | Attended RARE DISEASE DAY 2025 WALES. Engaged with patients and carers. |
| Year(s) Of Engagement Activity | 2025 |
| Description | Welsh Government Visit |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Policymakers/politicians |
| Results and Impact | Eluned Morgan AS/MS, Minister for Health and Social Services Welsh Government visited our laboratories to learn more about how metabolomics/lipidomics can be used in the diagnosis of rare diseases. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.swansea.ac.uk/press-office/news-events/news/2023/12/swansea-university-opens-specialist-... |
