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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.

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.
 
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-...