Live 3D Confocal Imaging in real time with high throughput, multipoint, targeted acquisition and AI-assisted quantification
Lead Research Organisation:
University of Nottingham
Department Name: School of Life Sciences
Abstract
Imaging is a powerful tool used to understand and exploit the fundamental processes within cells and tissues. Since the microscope was discovered in the late 1500s, there have been many technical advances in the magnification and sensitivity it can achieve. It is now possible to track single molecules in real time within cells as small as bacteria using super resolution microscopy. It is also possible to take a series of vertical images (optical slices) to build up a precise 3D reconstruction of tissue samples and microbes. If this is performed using confocal microscopy there is minimal background light from adjacent slices making the resolution and sensitivity of the final images precise. These advances are facilitating the elucidation of interactions between molecules (e.g. an antimicrobial with its target), interactions between host cells and invading microbes, processes within tumours and also the engineering of bacteria/fungi to generate products of use to us (e.g. biofuels).
Currently there is a bottleneck in the screening of (i) cells to identify which we can exploit, or (ii) novel compounds that we could develop into effective drugs. The delay is caused because the highest resolution microscopes only view one sample at a time. Developers are now building high resolution microscopes that process multiple samples automatically, enabling high throughput screening. We are requesting support to purchase one of the newest generation of microscopes: a high throughput, high content imaging system (HCS).
Recently step change improvements in HCS have brought to the market HCS with confocal and super resolution capabilities that are guided by machine learning. The power of artificial intelligence (AI)-driven image acquisition is that the HCS can scan multiple samples at low resolution and be trained to focus in on interesting areas for high resolution imaging. In this way, the speed of the screening is increased and the automation reduces error.
Two additional features of this new generation of microscopes are particularly relevant for the research we propose to undertake. Firstly, the confocal HCS has a sterilizable sample holder. We will exploit this by installing the HCS in a laboratory with the safety containment required for the study of infectious microbes. Secondly, the equipment includes a cabinet in which we can control the environment. This will enable us to provide the best conditions for maintaining the system under study e.g. low or high oxygen/humidity/optimal temperature (e.g. different microbes and 3D tissue models) and allow us to follow cellular process by undertaking time-lapse imaging at high resolution.
Equipment with the high specification requested will be the first such facility in the Midlands. Our application has the support of the Midlands Innovation network of Universities as well as considerable support from industry partners. Notably, the National Biofilm Innovation Centre is supporting our application because the 31 universities and >60 companies that it partners with would be able to exploit the HCS in their biofilm research. We predict that a confocal HCS will make a real difference to the pipeline of new medicines (antibiotic, anti-viral, anti-biofilm, fungicides, anti-tumour) and exploitable products generated using microbes. These advances will improve the health and wealth of the nation.
The HCS will be managed by an experienced imaging team (SLIM) with a track record in maintaining and supporting the use of a portfolio of microscopes by internal and external scientists. SLIM will expand its thorough training programme to ensure users are fully skilled in HCS handling, and thereby support their career development and maximise the potential of the output from the HCS. The availability of the HCS will be publicised through equipment catalogues and web pages to the research community and industry. The images created will be integrated into ongoing outreach activities.
Currently there is a bottleneck in the screening of (i) cells to identify which we can exploit, or (ii) novel compounds that we could develop into effective drugs. The delay is caused because the highest resolution microscopes only view one sample at a time. Developers are now building high resolution microscopes that process multiple samples automatically, enabling high throughput screening. We are requesting support to purchase one of the newest generation of microscopes: a high throughput, high content imaging system (HCS).
Recently step change improvements in HCS have brought to the market HCS with confocal and super resolution capabilities that are guided by machine learning. The power of artificial intelligence (AI)-driven image acquisition is that the HCS can scan multiple samples at low resolution and be trained to focus in on interesting areas for high resolution imaging. In this way, the speed of the screening is increased and the automation reduces error.
Two additional features of this new generation of microscopes are particularly relevant for the research we propose to undertake. Firstly, the confocal HCS has a sterilizable sample holder. We will exploit this by installing the HCS in a laboratory with the safety containment required for the study of infectious microbes. Secondly, the equipment includes a cabinet in which we can control the environment. This will enable us to provide the best conditions for maintaining the system under study e.g. low or high oxygen/humidity/optimal temperature (e.g. different microbes and 3D tissue models) and allow us to follow cellular process by undertaking time-lapse imaging at high resolution.
Equipment with the high specification requested will be the first such facility in the Midlands. Our application has the support of the Midlands Innovation network of Universities as well as considerable support from industry partners. Notably, the National Biofilm Innovation Centre is supporting our application because the 31 universities and >60 companies that it partners with would be able to exploit the HCS in their biofilm research. We predict that a confocal HCS will make a real difference to the pipeline of new medicines (antibiotic, anti-viral, anti-biofilm, fungicides, anti-tumour) and exploitable products generated using microbes. These advances will improve the health and wealth of the nation.
The HCS will be managed by an experienced imaging team (SLIM) with a track record in maintaining and supporting the use of a portfolio of microscopes by internal and external scientists. SLIM will expand its thorough training programme to ensure users are fully skilled in HCS handling, and thereby support their career development and maximise the potential of the output from the HCS. The availability of the HCS will be publicised through equipment catalogues and web pages to the research community and industry. The images created will be integrated into ongoing outreach activities.
Technical Summary
The new generation High content imaging systems (HCS) recently released to the market deliver step change improvements including confocal and super resolution image acquisition that is AI-driven. Together, state-of-the-art optics and software provide quantified, high resolution 3D imaging with enhanced sensitivity and precision that do not compromise speed. The flexibility to image slides, multi-well plates and complex 3D tissue models coupled with a chamber providing environmental conditions eg. temperature (5 to 44oC), anaerobic, humidity, will support live cell imaging in physiologically relevant conditions over time. Sterilizable sample holders facilitate the study of live pathogens and we will house the equipment in a Biological safely level 2 environment. Fundamental pathogen research is restricted by lack of access to equipment for screening chemical and microbial libraries. We are limited to low throughput, single point confocal analysis without quantification. The confocal HCS requested will overcome these current hurdles to enable multipoint, rapid quantification of live cells in 3D over time. High throughput, high resolution screens will support translational research (novel antimicrobial/anti-tumour agents and engineered microbes generating useful products e.g. biofuels), as well as supporting phenotypic screens and mechanistic evaluations.
We will create the first such facility in the Midlands and provide broad access via the National Biofilm Innovation Centre (NBIC) and Midlands Innovation Group. Two systems on the market meet our needs: Zeiss Cell discoverer 7-LSM 900 and Nikon LIPSI. Both have >5 objective settings spanning 5-100x, filters and LED light sources to detect a broad range of fluorescence markers. The HCS will be managed by the well-established SLIM team that will provide expert user training and access across the University and externally.
We will create the first such facility in the Midlands and provide broad access via the National Biofilm Innovation Centre (NBIC) and Midlands Innovation Group. Two systems on the market meet our needs: Zeiss Cell discoverer 7-LSM 900 and Nikon LIPSI. Both have >5 objective settings spanning 5-100x, filters and LED light sources to detect a broad range of fluorescence markers. The HCS will be managed by the well-established SLIM team that will provide expert user training and access across the University and externally.
Publications
Hardie K
(2024)
Microscopy and microbiology: Moving forward together
in Journal of Physics: Conference Series
| Description | The instrument has been installed and has had a significant impact on many areas of research because it made it possible to investigate processes of biological model systems at an unprecedented scale, detail, and time scale with additional control of the experimental parameters including different atmospheres and temperature to mimic realistic environments. |
| Exploitation Route | The Cell Discoverer 7 (CD7) system has been used for a wide number of research projects (22 -25 projects annually) so far. The themes are: stem cell and regenerative medicine, biomaterial compatible and antimicrobial repellent surfaces, cancer cell biology and active compound testing, multi-microbial biology research, tissues & organoid development, infections in murine skin model, biology of muscular dystrophy, modulation of protein expression in cells to investigate drug or genetic information delivery, investigation and visualisation of a variety subcellular signals in lysosomes, mitochondria, RNA, DNA and membranes of cells and bacteria and changes upon treatment. It also has been used for the discovery of novel bioinstructive materials to prevent infection in hospital settings, e.g. coatings for urinary catheters, endotracheal and nasogastric feeding tubes in infant" as part of a translational collaboration between UoN researchers and commercial partner. The other use of CD7 was to tackle the mechanisms by which healthcare products (e.g. Stannous fluoride in toothpaste formulations) prevent oral biofilm to form. This is a collaboration between multiple research groups. Pilot studies are performed on a regular basis to assess feasibility and calculate incurred costs to run large scale studies. Most of the projects are in the phase of writing up the results into scientific publications or using results to obtain additional funding for research. |
| Sectors | Healthcare Pharmaceuticals and Medical Biotechnology |
| Description | Teaching and training the next generation of researchers: Doctoral training programmes, -BBSRC, MRC funded PhD students, and UKRI funded PDRA's and technical staff are trained by the School of Life Sciences Imaging (SLIM) team, a group of highly skilled experts in microscopy. Training includes small group and one to one training. For each project a bespoke workflow is created with the help of SLIM technicians. The know-how is reused where possible with minor modifications for further projects. SLIM team is managing the instrument and manages the cost recovery to ensure users contribute to the maintenance and staff costs. Digital impact: The CD7 system has had a substantial impact beyond imaging. In addition to acquiring a state-of-the-art high content high resolution imaging, the grant also enabled us to setup a dedicated storage server which now serves as a central repository not only for data from the CD7 but also for other imaging systems in SLIM, improving data management and accessibility. Through this award we were also able to obtain an analysis software license that supports advanced image processing and quantitative analysis enhancing image analysis and 3D visualisation. The grant has significantly strengthened our research infrastructure streamlining workflows, expanding analytical capabilities and ultimately accelerating scientific discoveries across various research projects, both internally and externally. Additionally, we have implemented a remote access workflow, where researchers with difficulty to personally access the system are still able to do their imaging and research with the help from collaborating researcher who only has to load the samples, and the remotely operating researcher can perform the imaging and the analysis. This case study and feasibility has also been showcased also at the Royal Microscopical Society events. The high-performance computer and data storage is available internally on the university network. The team is also working to obtain further funding to expand these computing possibilities (new analysis software licences and multiple high-performance computers). Commercial partners and external users are from the following: Excellerate, Sygnature, Smith&Nephew, Peptimatrix and Camstent Ltd. The system is used in various research areas and our technical findings are applied for research focusing on protein expression and localisation, antimicrobial biology, novel antibiotics and bio-materials, drug delivery, lipid localisation, biofilm biology, regenerative medicine, nano materials and in projects undertaken with commercial and external partners. The team, the PhD and PDRA students also participate in outreach events, where both microscopy and microbe biology is showcased, every year. (Science and Curiosity, Science in the Park, in Nottingham plus a public understanding of science event at the Natural History Museum, Oxford). The Cell Discoverer is also part of every VIP tour to the Biodiscovery Institute (this has included MPs, funders, Mayoral Representatives), and we demonstrate the capabilities and showcase successful projects at UoN events, seminars, workshops; results were also presented at national and internationals conferences. |
| First Year Of Impact | 2023 |
| Sector | Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology |
| Impact Types | Societal |
| Description | Evaluation and optimisation of new engineered human human apoferritins: protein nanocages for targeted drug delivery and intracellular cargo release |
| Amount | £1,577,197 (GBP) |
| Funding ID | BB/Y008200/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2024 |
| End | 03/2026 |
| Description | Joint Research Studentship Project University of Nottingham and the University of Tübingen Role of the stringent response to promote biocide induced antibiotic tolerance in Staphylococcus aureus biofilms. |
| Amount | £150,000 (GBP) |
| Organisation | University of Nottingham |
| Sector | Academic/University |
| Country | United Kingdom |
| Start | 09/2022 |
| End | 09/2025 |
| Title | Development of sample preparation and optimisation of scanning methodology for large multicellular samples such as Drosophila brain |
| Description | Through internally funded cross disciplinary award, a team of technicians optimised large objects (samples) prepartion and mounting with samples tailored for the Cell Discoverer microscope (the microscope obtained through this award). |
| Type Of Material | Technology assay or reagent |
| Year Produced | 2024 |
| Provided To Others? | No |
| Impact | The findings of the investigation are -we identified the best fixation and sample preparation chemistry and screens mounting media in order to identify a suitable one where both chemistry and optical properties will be optimal for scanning at the microscope. The fonduing were presented at the research away days, and also are utilised and disseminated by the facility managers in the research community. The technical scanning know-how also facilitate further work with industry partner, where large area scan with the resolution of single cell / bacterial cell / was achieved. |
| Description | Anti biofilm lactam technology |
| Organisation | Unilever |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | prior knowledge on biofilm and anti-biofilm protocols and related microbiology. chemical synthesis and bacterial strains. |
| Collaborator Contribution | discussion of project processes, provision of reagents, industrial placement |
| Impact | not yet |
| Start Year | 2019 |
| Description | National Biofilm and Innovation Centre |
| Organisation | National Biofilms Innovation Centre |
| Sector | Private |
| PI Contribution | The academic and industrial partners of NBIC are writing grants to use the high throughput confocal imaging platform set up through this ALERT bid. The researcher fellows of NBIC have been trained in its use and are already generating improved data with it. |
| Collaborator Contribution | NBIC is fostering links for joint grant applications, and underpinning the set up of joint projects funded by industry to use the high content confocal |
| Impact | It is too early to have outcomes as the microscope has only just been commissioned for use, and there is still some work up for risk assessments and protocol development. Plus a couple of components are still required (e.g. multipoint software extension) that have been identified in this initial set up |
| Start Year | 2023 |
| Description | Paired studentships NBIC-Unilever investigating biofilms with nanosensors |
| Organisation | Unilever |
| Department | Unilever UK R&D Centre Port Sunlight |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | Prior know-how of investigative protocols to investigate biofilms with nano sensors and cutting edge facilities |
| Collaborator Contribution | Commercial application and specialised knowledge |
| Impact | not yet |
| Start Year | 2024 |
| Description | Smith & Nephew |
| Organisation | Smith and Nephew |
| Department | Smith and Nephew Wound Management |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | A researcher from our team will be undertaking a services rendered proof of concept project on the high content imaging platform. Bacterial strains will also be provided, and the expertise in imaging. |
| Collaborator Contribution | S&N will provide wound dressings for analysis and previous experience in the analysis |
| Impact | Only just about to start, so too early for output. |
| Start Year | 2023 |
| Description | Visualising pH in oral biofilms |
| Organisation | Unilever |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | We are contributing know how which includes a biofilm model incorporating Steptococcus mutans and also pH sensitive optical nanosensors |
| Collaborator Contribution | Unilever are financing a post doctoral researcher to undertake the research, plus the know how behind the active ingredients in their products to test |
| Impact | One manuscript submitted and available on a preprint server. Yes, it is multi-disciplinary since it incorporates microbiology to investigate the bacteria, chemistry to build the nanosensors and physics to optimise the imaging. Blunk, B., Perkins, M., Chauhan, V.M, Aylott, J.W., and Hardie, K.R. (2020) Fluorescent Nanosensors Reveal Dynamic pH Gradients During Biofilm Formation. https://biorxiv.org/cgi/content/short/2020.07.31.230474v1 |
| Start Year | 2021 |
| Description | 'Commensal bacteria protect skin cells from the pathogens Pseudomonas aeruginosa and Staphylococcus aureus'. 6th Skin microbiome & Cosmeceuticals Congress: Europe. The Hague, The Netherlands hosted by Global Engage. April 26th. |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Talk to the cosmetics industry, about 50 of whom actively discussed the presentation and contacted afterwards for collaboration |
| Year(s) Of Engagement Activity | 2024 |
| Description | 'Microbiology and Microscopy: moving forward together.' Hosted by History and Philosophy of Physics Institute (HAPP) of St Cross College, Oxford at the Natural History Museum, Oxford, Open to public and live streamed on u-tube. February 24th |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Public/other audiences |
| Results and Impact | A meeting bridging philosophy and science attended by >150 of the general public and live streamed on U-tube. A set of talks which sparked questions and discussion in the easy access museum. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.stx.ox.ac.uk/event/happ-physics-and-the-science-of-living-things |
| Description | Biodiscovery Institute 20th Anniversary Celebration |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | The event celebrated the diversity of the research in the BioDiscovery institute; the event included symposium with invited speakers and local speakers, industry representatives policymakers. The VIP guest had chaperones research professional from our institutions, and we wishing the award showcased the microscope system, and we presented the highlight of our output on large screen projections and demonstrated bacterial biology using our bespoke made outreach tools. (models of biofilm, bacterial repellent surfaces and explained biology and relevance why we study biofilms). |
| Year(s) Of Engagement Activity | 2024 |
| Description | Biodiscovery Institute Biomarkers engagement event July 18th |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Industry/Business |
| Results and Impact | To forge links and kick start strategic collaborations and initiatives, this networking workshop had an invitation participation spanning different researchers investigating potential biomarkers , funders, clinicians, industustry. Facilitated discussion was undertaken |
| Year(s) Of Engagement Activity | 2023 |
| Description | Biodiscovery Institute Scientific advisory board tour September 21st |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | The Biodiscovery Institute strategic advisory board were provided with a tour of the National Biofilm Innovation Centre Labs and Pathogen imaging Centre. 15 people took up the opportunity and the facilities sparked questions and discussion about the cutting-edge resources and potential |
| Year(s) Of Engagement Activity | 2023 |
| Description | Biodiscovery Institute tour for University of Nottingham Council and Executive Board |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Supporters |
| Results and Impact | University of Nottingham Council and also Universtity Executive Board members were given a tour of the Pathogen Imaging Centre and National Biofilm Innovation Centre. There was much discussion and questions sparked regarding the state of the art resources and their potential impact and applications. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Biodiscovery equipment showcase: January 26th |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Postgraduate students |
| Results and Impact | A workshop was held to provide an overview of BBSRC ALERT funded platforms acquired at the University of Nottingham. Kim Hardie gave a talk about the Pathogen Imaging Centre and the School of Life Sciences Imaging Platform (SLIM) as well as the National Biofilm Innovation centre. Researchers and local companies attended and discussion about collaborative projects was undertaken |
| Year(s) Of Engagement Activity | 2023 |
| Description | East Midlands Microbiome Research Network Event: Launch 28th June 2023 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Postgraduate students |
| Results and Impact | This meeting was to launch the East Midlands Microbiome Research Network, and regional researchers presented an overview of research and applied projects underway. Innovate UK-BBSRC representative also provided an overview of their microbiome roadmap and priorities. Both the National Biofilm Innovation Centre and the UoN pathogen imaging facilities were presented by Miguel Cámara. Since then there has been an ongoing online seminar programme and Kim Hardie is on the steering committee. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Engagement with East Midlands Mayoral office and County Council February 12th 2025 |
| Form Of Engagement Activity | Participation in an open day or visit at my research institution |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Policymakers/politicians |
| Results and Impact | Visit from representatives of the Mayoral office and county council to raise awareness of translational activities that will attract investment into the region or support local enterprise. I presented the National Biofilms Innovation Centre. |
| Year(s) Of Engagement Activity | 2025 |
| Description | Innovations Against AMR 2024 with Medilink November 20th, Birmingham |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Industry/Business |
| Results and Impact | An event to showcase the innovations being developed that will help tackle the rising antimicrobial resistance, help within AMR awareness week. My talk was an overview of the National Biofilms Innovation Centre. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Microbiology Symposium: Innovative infection models- capturing the in vivo environment November 13th 2024 |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Online symposium organised by the Microbiology Society journal Microbiology. My talk was entitled The quest for realistic and versatile skin infection models and added to others describing infection models and their applicability for translational testing. |
| Year(s) Of Engagement Activity | 2024 |
| Description | NBIC-Medlink Workshop 2023 May 17th 2023 |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Industry/Business |
| Results and Impact | The Event aim is to showcase NBIC to the Midlands as part of the levelling up agenda. Talks provide an overview of the updated Pathogen Imaging Centre by the School of Life Sciences Imaging (SLIM) experts along with tours that provide an outline of the capabilities of the state of the art High Content Imaging System installed through ALERT funding. Other talks covered successful translational projects and pitches from the academic and industrial delegates. |
| Year(s) Of Engagement Activity | 2023 |
| URL | https://www.medilinkmidlands.com/event/nbic-showcase/ |
| Description | Nottingham Microbiology Network: equipment platforms |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Postgraduate students |
| Results and Impact | The Nottingham Microbiology Network is organised by researchers from The University of Nottingham and Nottingham Trent University, and has a regional reach. Scientists with the common interest in microbiological research come together to present their findings and network in order to collaborate and share best practice. This session was focused on the technical platforms available at UoN and NTU. Kim Hardie presented the pathogen imaging facilities at the UoN alongside the pipeline of drug discovery resources |
| Year(s) Of Engagement Activity | 2023 |
