Mass Spectrometry Based Lipidomics and Metabolomics to Drive Bioscience Discovery

Lead Research Organisation: Swansea University
Department Name: Institute of Life Science Medical School

Abstract

Lipids are key components of biological system ranging from plants to mammals. Lipid molecules are critically involved in membrane structures of cells and also provide an energy store and act as signalling molecules within and between cells. Hence, understanding lipid metabolism is important for all areas of the BBSRC remit.
Mass spectrometry (MS) represents the primary technology in lipidomics and when combined with liquid chromatography (LC) is suitable for the unbiased identification and quantification of lipids in complex mixtures. Extra dimensions of separation are provided by high resolution MS, where isobaric ions (ions with the same nominal mass but different exact mass) are resolved, and by tandem mass spectrometry (MS/MS) or multi-stage fragmentation (MSn), where characteristic ions are separated from background. A more recent addition to MS-tool box is MS-imaging (MSI) adding further to the available bioimaging technologies.
The UK has a burgeoning lipidomic community but lacks a MSI resource. The current proposal is for a high resolution MS instrument with MS/MS and MSn capabilities combined with interchangeable interfaces for high spatial-resolution atmospheric pressure (AP)-MALDI and electrospray ionisation (ESI). The AP-MALDI source offers high spatial-resolution (5 - 10 microm), at the single cell level, while the ESI interface is compatible with other imaging modalities e.g. Liquid Extraction for Surface Analysis (LESA). The instrument will be a resource for BBRSC-remit research and for the UK lipidomic community both academic and industrial. The new instrument will underpin scientific research in several key strategic priority areas for BBSRC, including (1) Healthy ageing across the life course; (2) Sustainably enhancing agricultural production; and (3) The replacement, refinement and reduction (3Rs) in research using animals.

Technical Summary

The main aim of this proposal is to establish a mass spectrometry imaging (MSI) resource for the BBSRC lipidomics community in the UK. This will be achieved through the siting in Swansea University of an MSI instrument capable of high spatial-resolution (5 - 10 microm), high mass-resolution (>200,000 (FWHM) at m/z 400) and capacity to perform tandem-MS (MS/MS) and multistage-fragmentation (MSn). The instrument will be equipped with a AP-MALDI source with 10 kHz Nd:YAG laser at 355 nm and spot size of <10 microm. An advantage of the AP-MALDI source is that it can be rapidly interchanged with an electrospray ionisation (ESI) source, minimising down-time between different applications. The ESI source can be utilised with other imaging modalities, e.g. Liquid Extraction for Surface Analysis (LESA). The mass spectrometer will have a resolution of >200,000 (FWHM) at m/z 400, allowing separation of lipid signals from isobaric (ions with the same nominal mass but different exact mass) chemical noise. This will be important for the imaging of low-abundance lipids. The instrument will be able to perform both MS/MS and MSn with high mass-resolution and high mass-accuracy measurement of fragment-ions. MS/MS will add an extra dimension to MSI allowing the exploitation of multiple-reaction monitoring methods commonly used for LC-MS applications to enhance signal to noise ratio. In addition, MSn is a particularly important fragmentation method for the structural identification of unknown lipids.

Planned Impact

This application is to install a high spatial-resolution mass spectrometry imaging (MSI) instrument at Swansea University. The instrument will be a resource for BBRSC-remit research and the UK lipidomic community. As illustrated in the application work-packages, the equipment will drive bioscience discovery in a breadth of research areas ranging from food and agriculture to animal and human health and consequently have significant social and economic impact.
Impact on food and nutrition: Global consumption of edible oil has increased steadily at an annual rate of about 5% for the past 50 years. Innovation in oilseed technology is required to create a hybrid vegetable oil replacement for fish oil and for production of high value oils. High spatial-resolution MSI will elucidate the compartmentation of oil assembly in developing seeds, which is essential for the redesign of lipid biosynthesis in seeds in order to improve yield.
Impact on agriculture: A major limitation to plant growth is restricted access to nutrients in the soil. To improve nutrient acquisition, most land plants enter a beneficial symbiosis with arbuscular mycorrhizal (AM) fungi. Incomplete understanding of the mechanism underlying this symbiosis makes it difficult to exploit for plant crop improvement. A recent discovery made at Rothamsted Research that plants supply lipids to arbuscular mycorrhiza was a paradigm shift. MSI will now provide a complete spatial understanding of lipid exchange and allow us to learn how to facilitate this process for agricultural benefit.
At Swansea University, a patented (WO2016198852A1) technology "symbiont-mediated RNA interference" was developed to eliminate insect pests. Lipidomics will be used to identify the RNAi target in insects to prevent transmission of a plant pathogenic virus. This virus has a huge worldwide impact on agricultural productivity. Current control strategies for agricultural insect pests are heavily reliant on chemical pesticides. However, there is no safe targeted chemical pesticide. This research aims to replace harmful non-targeted chemical pesticides with a smart, environmentally-friendly alternatives and so improve worldwide agricultural productivity. In addition, the technology could be translated to limit transmission of viruses by insects that cause human and animal disease.
Impact on animal and human health: Lipid metabolism underpins normal physiology and homeostatic control during early development and across the lifespan. One particular example is cholesterol metabolism. Cholesterol is implicated in various neurological disorders and much more research into the involvement of cholesterol metabolism in healthy brain function is still required. We will use the proposed instrument with Swansea University patented (US9851368B2) technology to generate the first 3D-attlas of the sterol content of brain, which will fill significant gaps in our understanding of brain biology across the life span and also generate considerable interest from academics, clinicians, the pharmaceutical industry and the public in general.
Impact with 3Rs: Through better characterisation of the metabolic consequences of toxin/carcinogen exposure to human 3D tissue models, we will validate these models as an alternative approach to animal testing. This will impact the safety assessment in chemical and pharmaceutical industries and offer the possibility of replacing animal use in future.
Impact on drug discovery: Improved methods and technologies to image drugs and their metabolites in tissue will impact the drug discovery process
Impact on training for the lipidomics community: The availability of a MSI lipidomic community resource, also available for young researchers to access, will greatly improve training options available in the UK.
 
Description As part of this award we have developed further ultra-high sensitivity MALDI-mass spectrometry imaging (MSI) at high spatial resolution for analysis of sterols and phospholipids. This award has facilitated collaborations as part of the SWBio Doctoral Training Partnership, and increased training capabilities available to the DTP. The award has allowed the establishment of new collaborations with Babraham Institute, Cambridge University, Cardiff University, Rothamsted Research and Edinburgh University.
Exploitation Route The MALDI-MSI methods developed further and exploited in this grant can be utilised by other academics and commercial companies.
Sectors Agriculture, Food and Drink,Chemicals,Environment,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description Using AP-MALDI supplied by KR Analytical Ltd we have reduced the pixel size to <0.01 mm for mass spectrometry imaging of cholesterol. We have incorporated multi-stage-fragmentation with AP-MALDI for mass spectrometry imaging of sterols. These developments will contribute to the economic competitiveness of the UK company supplying the instrumentation.
First Year Of Impact 2020
Sector Agriculture, Food and Drink,Environment,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology
 
Description Introducing the Lipidomics Minimal Reporting Checklist
Geographic Reach Multiple continents/international 
Policy Influence Type Contribution to new or improved professional practice
URL https://lipidomicssociety.org/interest_groups/lipidomics-standards-initiative-lsi/
 
Description A 3D Neurosterol Atlas of Mouse Brain
Amount £450,711 (GBP)
Funding ID BB/T018542/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 09/2020 
End 12/2023
 
Description Purchase of equipment: The SunCollect System for MALDI imaging sample preparation
Amount £24,500 (GBP)
Funding ID MA/KW/5554/19 
Organisation Government of Wales 
Sector Public
Country United Kingdom
Start 02/2022 
End 03/2022
 
Description Sterol Characterization and Biomarker Discovery in PD CSF and Plasma
Amount £258,940 (GBP)
Funding ID MJFF-021150 
Organisation Michael J Fox Foundation 
Sector Charity/Non Profit
Country United States
Start 01/2022 
End 08/2023
 
Title Pregnancy Sterols 
Description Mass spectrometry raw data from the study of pregnancy sterols described in DOI: 10.3389/fendo.2022.1031013 and doi: https://doi.org/10.1101/2022.04.01.486576 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Catalyst for new collaborations. 
URL https://osf.io/egncz/
 
Description Bjorkhem 
Organisation Karolinska Institute
Country Sweden 
Sector Academic/University 
PI Contribution We provide expertise in LC-MS analysis of sterols.
Collaborator Contribution Our partner provides transgenic mouse material, human plasma and CSF.
Impact doi: 10.1194/jlr.P048603 doi: 10.1172/JCI68506 doi: 10.1016/j.jsbmb.2016.03.018 doi: 10.1016/j.biochi.2018.07.016 doi: 10.1074/jbc.RA118.005639 doi: 10.1016/j.jsbmb.2019.03.025 doi: 10.1016/j.jsbmb.2019.105475 doi: 10.1016/j.jsbmb.2020.105794
Start Year 2007
 
Description Cardiff Brain 
Organisation Cardiff University
Country United Kingdom 
Sector Academic/University 
PI Contribution We have analysed brain tissue from transgenic animals.
Collaborator Contribution Our partners have provided brain tissue from transgenic animals.
Impact This collaboration has resulted in multiple grant applications.
Start Year 2020
 
Description ENOR 
Organisation Catholic University of Louvain
Country Belgium 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation Minerva Foundation Institute for Medical Research
Country Finland 
Sector Private 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation Novartis
Country Global 
Sector Private 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University Hospital Regensburg
Country Germany 
Sector Hospitals 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Basel
Country Switzerland 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Clermont Auvergne
Country France 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Edinburgh
Department Queen's Medical Research Institute Edinburgh
Country United Kingdom 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Franche-Comté
Country France 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Oslo
Country Norway 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description ENOR 
Organisation University of Toulouse
Country France 
Sector Academic/University 
PI Contribution expertise, intellectual input, access to equipment
Collaborator Contribution Access to biological materials
Impact doi: 10.1016/j.jsbmb.2019.03.02 doi: 10.1016/j.biochi.2018.07.016
Start Year 2010
 
Description Edinburgh Imaging 
Organisation University of Edinburgh
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided expertise in enzyme assisted derivatisation for sterol analysis and in liquid extraction for surface analysis (LESA)-mass spectrometry imaging (MSI).
Collaborator Contribution Our partners have provided expertise in on-tissue derivatisation and access to mouse tissue.
Impact The collaboration has resulted in the successful joint grant application "A 3D Neurosterol Atlas of Mouse Brain" BB/T018542/1.
Start Year 2019
 
Description Lipidomics Standards Initiative 
Organisation Babraham Institute
Country United Kingdom 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation Cardiff University
Department School of Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation Medical University of Graz
Country Austria 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation University of Pardubice
Country Czech Republic 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation University of Regensburg
Country Germany 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation University of Southern Denmark
Country Denmark 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Lipidomics Standards Initiative 
Organisation University of Texas Southwestern Medical Center
Country United States 
Sector Academic/University 
PI Contribution Intellectual input to the Lipidomics Standards Initiative.
Collaborator Contribution Intellectual input.
Impact doi.org/10.1038/s42255-019-0094-z
Start Year 2018
 
Description Luxembourg Institute of Science and Technology, 
Organisation Luxembourg Institute of Science and Technology
Department GP Lippmann Public Research Institute (CRP)
Country Luxembourg 
Sector Academic/University 
PI Contribution We contributed expertise in cholesterol biochemistry and analysis.
Collaborator Contribution Our partner provided access to data, equipment and facilities.
Impact https://doi.org/10.1101/2020.11.06.369447
Start Year 2019
 
Description Rothamsted Research 
Organisation Rothamsted Research
Country United Kingdom 
Sector Academic/University 
PI Contribution We are providing expertise in mass spectrometry imaging.
Collaborator Contribution Our partners are providing expertise in plant science and plant material.
Impact Together we have a PhD student funded by the SWBio DTP.
Start Year 2019
 
Description SWBIO 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC)
Department South West Biosciences Doctoral Training Partnership
Country United Kingdom 
Sector Academic/University 
PI Contribution We have provided expertise and access to equipment and facilities.
Collaborator Contribution Our collaborators have provided access to expertise and materials.
Impact This is a multidisciplinary Doctoral Training Partnership. the current iteration of the Partnership is in its first accademic year.
Start Year 2020
 
Description University of Illinois at Chicago, 
Organisation University of Illinois at Chicago
Country United States 
Sector Academic/University 
PI Contribution We have provided expertise in cholesterol analysis in brain tissue.
Collaborator Contribution Our partners have provided transgenic animal material.
Impact https://doi.org/10.1101/2020.11.06.369447
Start Year 2019
 
Description University of Nebraska Medical Center 
Organisation Nebraska Medical Center
Country United States 
Sector Hospitals 
PI Contribution We provided expertise for sterol analysis of brain tissue.
Collaborator Contribution Our partners provided transgenic animal materials and expertise on brain development.
Impact https://doi.org/10.1101/2020.11.06.369447
Start Year 2019
 
Description 100 mins with ILS 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Seminar to lipid scientists organised by the International lipidomic society
Year(s) Of Engagement Activity 2021
URL https://lipidomicssociety.org/2021/05/17/100-minutes-with-ils-podcast/
 
Description EpiLipidNET Work Group 1 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk via Zoom to postgraduate students and professionals interested in lipidomics
Year(s) Of Engagement Activity 2022
URL https://www.cost.eu/actions/CA19105/#tabs+Name:Description
 
Description ILS Clinical Lipidomics 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact On-line talk on Clinical Lipidomics.
Year(s) Of Engagement Activity 2022
URL https://lipidomicssociety.org/interest_groups/clinical-lipidomics/
 
Description Lipid Maps Spring School (1) 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact >200 researchers from across World attended the On-line Spring School in real time. All lectures are available on YouTube.
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=Zq-wRW_8tyI&list=PLftrKvk5gjt4CKLgC1CZaVyznBksh4O-j&index=3
 
Description Lipid Maps Spring School (2) 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact >200 participants attended the School in real time. The lectures are available on YouTube
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=xkumM1PRwHY&list=PLftrKvk5gjt6e_0u4g3otB2Bg_J0LAXy1&index=1
 
Description Lipid Maps Webinar 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I give a webinar discussing the good and bad side of cholesterol. Over 200 attended live. The presentation is available on YouTube.
Year(s) Of Engagement Activity 2020
URL https://www.lipidmaps.org/resources/tutorials/webinars/lipidmaps/sterols_griffiths.php
 
Description Schroepfer Medal 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Award Lecture to the American Oil Chemist's Society. Lecture is available on YouTube.
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=J9TCRUHmNGg