A multiplexed tissue imaging platform @Newcastle University for mapping cell types, states and interactions in human development, health and disease
Lead Research Organisation:
Newcastle University
Department Name: Biosciences Institute
Abstract
Cells are the building blocks of life. The human body is thought to contain around 37.2 trillion cells and each one plays a role in determining our health and longevity. Different cell types have specialised functions such as muscle cells that allow us to move, brain cells that allow us to control our bodies, and immune cells that fight infection. In certain situations, even one cell behaving in an abnormal "anti-social" way in the body can lead to catastrophic outcomes such as cancer, neurodegeneration and auto-immunity; where the body attacks itself. Over the last few years, technologies that can measure multiple properties of single cells have been instrumental in advancing our understanding of how individual cells and communities/structures of cells behave both in normal and abnormal conditions.
The word "cytometry" literally translates to "Cell Measurement" from the Greek words "Kytos" meaning "cell" and "metria" meaning "to measure". When my daughter was 8 years old, she asked me what I do for a job. I told her I was a "cytometrist" and it was my job to "interrogate" cells to find out what they have been doing and whether that had done something bad. She thought about this and replied, "That means you are a Cell Detective Daddy". Since then this analogy has really stuck with me as it explains what I do perfectly. I use various technologies to interrogate large populations of cells and try to find my list of suspects in a disease (crime).
Until recently, it was only possible to ask many questions of our cells using so called "suspension" technologies where the cells had to be in a liquid. This was fine for things like blood samples, but not for situations where we wanted to measure cells in tissue, as it required us to break the structures down and release the individual cells for analysis. There are several major issues with this 1) It can kill certain or all cells in the sample, 2) It can change the cells in the sample making them gain or lose expression of important proteins/genes thus disguising their identity, 3) You lose the spatial location of the cell in the tissue with respect to its neighbours making it near impossible to now place the suspect cell at the crime scene.
The power of the technology we are requesting will allow us to do just that. It will have the capability to ask as many if not more questions of cells in the tissue space as we could in suspension, but importantly preserve the spatial context and cellular neighbourhoods. To use another analogy, suspension technologies are like the board game "Guess Who", but spatial technologies are more like the game "Cluedo". We can find both the suspect and place then at the crime scene; this is utterly essential if we want to solve serious and pressing issue sin human health and disease. The platform we are requesting is cutting-edge and will be one of only two in the UK. It will be supported technical specialists within a very experienced, core facility and will help to develop their careers. This is very much in line with the UK government Science Council's "technician commitment" and an urgent need to retain, develop and increase the number of technicians within academic and industrial settings.
We will use this technology to interrogate cells across numerous human diseases as well as different developmental stages from Oocyte to foetus. The data will have a profound impact on our understanding of human health, development and disease and help to uncover possible targets for treatment.
The word "cytometry" literally translates to "Cell Measurement" from the Greek words "Kytos" meaning "cell" and "metria" meaning "to measure". When my daughter was 8 years old, she asked me what I do for a job. I told her I was a "cytometrist" and it was my job to "interrogate" cells to find out what they have been doing and whether that had done something bad. She thought about this and replied, "That means you are a Cell Detective Daddy". Since then this analogy has really stuck with me as it explains what I do perfectly. I use various technologies to interrogate large populations of cells and try to find my list of suspects in a disease (crime).
Until recently, it was only possible to ask many questions of our cells using so called "suspension" technologies where the cells had to be in a liquid. This was fine for things like blood samples, but not for situations where we wanted to measure cells in tissue, as it required us to break the structures down and release the individual cells for analysis. There are several major issues with this 1) It can kill certain or all cells in the sample, 2) It can change the cells in the sample making them gain or lose expression of important proteins/genes thus disguising their identity, 3) You lose the spatial location of the cell in the tissue with respect to its neighbours making it near impossible to now place the suspect cell at the crime scene.
The power of the technology we are requesting will allow us to do just that. It will have the capability to ask as many if not more questions of cells in the tissue space as we could in suspension, but importantly preserve the spatial context and cellular neighbourhoods. To use another analogy, suspension technologies are like the board game "Guess Who", but spatial technologies are more like the game "Cluedo". We can find both the suspect and place then at the crime scene; this is utterly essential if we want to solve serious and pressing issue sin human health and disease. The platform we are requesting is cutting-edge and will be one of only two in the UK. It will be supported technical specialists within a very experienced, core facility and will help to develop their careers. This is very much in line with the UK government Science Council's "technician commitment" and an urgent need to retain, develop and increase the number of technicians within academic and industrial settings.
We will use this technology to interrogate cells across numerous human diseases as well as different developmental stages from Oocyte to foetus. The data will have a profound impact on our understanding of human health, development and disease and help to uncover possible targets for treatment.
Technical Summary
This proposal seeks funds to purchase a highly multiplexed tissue imaging system that can measure over 250 protein biomarkers on fixed-formalin paraffin embedded (FFPE) or fixed-frozen tissue sections using a cyclical, fluorescent antibody approach. Until relatively recently, highly multiplexed measurements on cells within tissue samples was largely impossible due to various technical constraints requiring disaggregation to single cell suspension followed by approaches such as flow cytometry, suspension mass cytometry and single cell RNA sequencing. While these approaches allow for thousands of parameters to be measured across millions of cells, all spatial contact and neighbourhood information is lost and cellular composition and identity can change. Recent advances in imaging technology that include moving away from fluorescence detection to using different probes such as metal tags in combination with Imaging Mass Cytometry (IMC) expanded the number of antibody-based measurements on tissue sections to a maximum of 40 targets. However, IMC lacks the sensitivity of fluorescence detection and will never exceed 40 parameters due to the limits of available stable metal isotopes for antibody tagging. It also lacks the ability to perform mRNA or multi-omics-based measurements. The recent development of imaging systems that can perform near multiple cyclical fluorescence-based measurements on tissue using combinations of antibody (protein) or oligo (mRNA) probes has expanded the possible parameter space to near limitless numbers. This innovative technology will enable numerous researchers to address fundamental questions in both human health, disease and development. All the areas of research mentioned in the case for support will benefit from using such a technology and are strongly aligned to the UKRI-MRC delivery plan including; precision medicine, discovery science, advanced therapies, molecular and cellular medicine and multi-morbidities.
| Description | Introducing novel technology to a vibrant research environment is always challenging. The system needs to be rigorously checked and tested for post-installation performance and benchmarked against other more established technologies. That can take significant time before it is released for use as often such technologies are used for cutting-edge research where the results are totally new and novel. It is therefore essential that the the system is working properly. We have achieved a massive amount in this space over the past year. We have also validated 100s of antibodies that we use to probe the cells in the tissues; across multiple tissue types. we have built and extensive knowledge database of antibodies that we plan to share with a wider audience to allow other new adopters of the technology to get data faster. We have used the technology to further our understanding in several areas of biological and medical research such as obstructive lung disorders, human foetal development , diabetes and liver cancer. We have also developed new ways to analyse the data we have obtained from the system. |
| Exploitation Route | As mentioned, the knowledge database we have created about antibodies that work well in different tissues will be key to providing a great legacy. we are also nearly at the position to publish our first study using the system. We also plan to set up a UK-wide user group to share knowledge and best practices. Locally, the Research Technical Professional (RTP) on the bid, MS Bethany Hunter, set up a Special Interest Group (SIG) in Histology to share methods and best practices. It has been highly successful and has secured research culture grant funding to prime activities and interactions. Via the UK Institute for Technical Skills and Strategy (UK-ITSS) "Technology Specialist Network" (TSN) there is a plan to see fi this can be rolled out UK-wide. |
| Sectors | Healthcare Pharmaceuticals and Medical Biotechnology |
| Title | OPTIMAL: An OPTimized Imaging Mass Cytometry AnaLysis Framework for Benchmarking Segmentation and Data Exploration |
| Description | In January 2024, the Newcastle Flow Cytometry Core Facility, in collaboration with several esteemed research partners, published OPTIMAL: An OPTimized Imaging Mass Cytometry AnaLysis Framework for Benchmarking Segmentation and Data Exploration. This innovative framework presents a novel approach to multiplex image analysis, providing a standardised method for the benchmarking and interpretation of complex imaging mass cytometry data. Since its publication, the OPTIMAL framework has been adopted by several research groups, reflecting its utility and impact in the field. Currently, we are in the process of adapting and extending this framework to accommodate fluorescent data produced by the MACSima technology. Upon completion, this adaptation will offer a robust, reliable, and scalable solution for the analysis of single-cell data generated from multiplex fluorescence platforms, ensuring consistency and accuracy across various imaging technologies. |
| Type Of Material | Data analysis technique |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| Impact | We have seen this approached used now in several other publications. These are often using it for primary data analysis or as a way to develop and assess new methods. |
| Description | Deep cell profiling of immune cell responses in chronic allograft dysfunction |
| Organisation | University of Leuven |
| Country | Belgium |
| Sector | Academic/University |
| PI Contribution | Building on previous high-dimensional research, this ongoing project aims to deepen our understanding of the complex landscape of FFPE lung samples from donors with chronic allograft dysfunction. The study represents one of the largest and most intricate tissue cohorts of this disease type, involving collaborative efforts from institutes in Leuven, Groningen, Boston, and Toronto. |
| Collaborator Contribution | Supplying relevant tissues and expertise |
| Impact | Developed a new panel of analytical antibodies to address the research questions |
| Start Year | 2024 |
| Description | Mitochondrial characterisation of myotonic dystrophy type 1 skeletal muscle tissue |
| Organisation | Newcastle University |
| Department | Newcastle University Medical School |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | we are providing access and technical expertise in field of highly multiplexed tissue imaging. |
| Collaborator Contribution | Our partners are providing the tissue, expertise and relevant biological questions. |
| Impact | So far some great early data |
| Start Year | 2024 |
| Description | Multiplex Immunofluorescence exploration of the Fibrotic Pancreatic Microenvironment: Insights into Cystic Fibrosis Pathogenesis |
| Organisation | Newcastle University |
| Department | Newcastle University Medical School |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | We are providing technical and analytical expertise with the technology and the partners are providing a disease relevant question to be addressed as well as tissue and expertise in that diease. |
| Collaborator Contribution | This project employs a 17-marker panel to examine the cellular composition of key players involved in fibrosis and pancreatic disease. Currently, the research is in progress with a preliminary small cohort of donors representing various pathologies and disease states. The ultimate goal is to apply this panel to precious, rare pancreatic samples from individuals with cystic fibrosis-related diabetes, with the aim of uncovering the underlying mechanisms of pathogenesis. |
| Impact | Datasets looking at a novel aspect of a well known disease. |
| Start Year | 2023 |
| Description | REsolving Seronegative and checkpOint inhibitor induced iNflammatory Arthritis by synovial dEconstruction (Resonate) |
| Organisation | National Institute for Health and Care Research |
| Department | NIHR Newcastle Biomedical Research Centre |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | we are contributing expertise and technical knowhow on the system. |
| Collaborator Contribution | Our collaborators are providing funds for a staff role to work on the system and the project as well as relevant tissues and expertise in the disease area. |
| Impact | We have generated a super set of data that uses highly multiplexed tissue imaging to assess the cellular landscape in RA. |
| Start Year | 2023 |
| Description | Cell Detectives |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Schools |
| Results and Impact | We have been running the "Cell Detectives" outreach programme for several years. It is focused on enabling technologies for (primarily) biomedical research. The premise is that we as RTPs are "cell detectives" who interrogate suspect cells using various technologies and methodologies to find out who the "perpetrator" cell is in a particular disease. We create a numbed of hands-on outreach activities linked to the idea such as a Lego cell sorter, microscopes you can build and also interaction with multi-plexed images of tissue. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://thecelldetectives.agency/ |
| Description | Great North Museum: Great North Night Wonder and the Wild |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Public/other audiences |
| Results and Impact | Multiplex imaging specialists from the Newcastle Flow Cytometry and Cell Phenotyping Facility (FCCF) hosted a table at the Great North Museum's "Wonder and the Wild" event. At the table, MACSima software and sample data were showcased through a live demonstration, illustrating how these advanced technologies enable a deeper understanding of complex diseases. Attendees had the opportunity to see firsthand how multiplex imaging can uncover intricate details of cellular behaviour and disease mechanisms, offering valuable insights for both research and clinical applications. This event was specifically aimed at an adult audience, providing them with a unique opportunity to engage with cutting-edge scientific tools and technologies. |
| Year(s) Of Engagement Activity | 2024 |
