SPRINT: A SuPer-Resolution time-resolved ImagiNg and specTroscopy facility for rapid biomolecular analysis
Lead Research Organisation:
University of Strathclyde
Department Name: Inst of Pharmacy and Biomedical Sci
Abstract
It is essential to understand the structure and dynamics of biomolecules if we are to exploit them for medical or industrial applications. Molecules such as proteins and enzymes are dynamic, and understanding their interactions within cell pathways and biological processes can provide new insight into fundamental mechanisms and support the development of new therapeutic diagnostics and drugs. We usually require the use of a range of complex equipment to understand and characterise biomolecules fully. One common way to visualise molecular interactions is through the use of specialised microscopes; however, this approach can only resolve structures that are greater than 250 nm apart (0.00025 mm). Proteins and other molecules found in cells are much smaller than this (around 0.00001 mm), and therefore to resolve single proteins and their interactions requires access to more advanced microscopy techniques, commonly referred to as "super-resolution" microscopy.
This application proposes to establish a Scottish microscopy facility that adopts super-resolution techniques, in particular a 'quantum-ruler' (called FLIM-FRET, capable of measuring molecular interactions happening within 0.00001 mm) and a method called FCS that allows single molecules and their behaviours to be studied in microscopic regions of living cells. Access to this new facility will have a significant impact on academic researchers across Scotland. This facility will also facilitate the training of young early-stage researchers in cutting-edge technology. It will also support the training of doctoral students ensuring the next generation of scientists have the skills required to deliver significant new scientific breakthroughs to help build the UK capability and sustainability in the area of biomolecular interactions.
This application proposes to establish a Scottish microscopy facility that adopts super-resolution techniques, in particular a 'quantum-ruler' (called FLIM-FRET, capable of measuring molecular interactions happening within 0.00001 mm) and a method called FCS that allows single molecules and their behaviours to be studied in microscopic regions of living cells. Access to this new facility will have a significant impact on academic researchers across Scotland. This facility will also facilitate the training of young early-stage researchers in cutting-edge technology. It will also support the training of doctoral students ensuring the next generation of scientists have the skills required to deliver significant new scientific breakthroughs to help build the UK capability and sustainability in the area of biomolecular interactions.
Technical Summary
We request support to purchase and install an integrated SuPer-Resolution (< 50nm) time-resolved (< 10ps) ImagiNg and specTroscopy (SPRINT) system at the Strathclyde Institute of Pharmacy and Biomedical Sciences imaging facility at the University of Strathclyde. SPRINT adopts a stimulated emission depletion (STED) laser to enhance the optical resolution and also provides fluorescence lifetime imaging (FLIM) and fluorescence correlation spectroscopy (FCS) functionality. SPRINT is essential to support the research requirements of many groups at Strathclyde and Glasgow. They increasingly require access to equipment that provides enhanced resolution to study the spatiotemporal dynamics of molecular interactions in live cells, but no system with this capability is presently available.
SPRINT will enable two research themes: 1) STED-FLIM and 2) STED-FCS.
FLIM is a powerful imaging technique for in-vivo measuring how molecules interact with their microenvironments or interact with each other in combination with Förster resonance energy transfer (FRET) techniques. FLIM-FRET is a 'quantum ruler' for its ability to measure protein-protein interactions that happen within 10nm. With STED illumination, STED-FLIM or STED-FLIM-FRET offers a much better resolution to observe these behaviours that confocal FLIM is unable to resolve. Compared with traditional confocal FCS techniques, STED-FCS can distinguish spatially heterogeneous diffusion behaviour of molecules, for example, in the plasma membrane, caused by molecular interactions happening at spatial scales much smaller than 100nm.
SPRINT represents a step-change in capacity to underpin BBSRC-relevant research. Importantly the applicants have expertise in time-resolved instrumentation, optical physics and data analysis which will facilitate optimal data acquisition strategies for biological users. SPRINT will transform the way molecular interactions are quantified and explored for a wide range of biologists.
SPRINT will enable two research themes: 1) STED-FLIM and 2) STED-FCS.
FLIM is a powerful imaging technique for in-vivo measuring how molecules interact with their microenvironments or interact with each other in combination with Förster resonance energy transfer (FRET) techniques. FLIM-FRET is a 'quantum ruler' for its ability to measure protein-protein interactions that happen within 10nm. With STED illumination, STED-FLIM or STED-FLIM-FRET offers a much better resolution to observe these behaviours that confocal FLIM is unable to resolve. Compared with traditional confocal FCS techniques, STED-FCS can distinguish spatially heterogeneous diffusion behaviour of molecules, for example, in the plasma membrane, caused by molecular interactions happening at spatial scales much smaller than 100nm.
SPRINT represents a step-change in capacity to underpin BBSRC-relevant research. Importantly the applicants have expertise in time-resolved instrumentation, optical physics and data analysis which will facilitate optimal data acquisition strategies for biological users. SPRINT will transform the way molecular interactions are quantified and explored for a wide range of biologists.
Publications
Zang Z
(2022)
Fast Analysis of Time-Domain Fluorescence Lifetime Imaging via Extreme Learning Machine.
in Sensors (Basel, Switzerland)
Wang Q
(2022)
Simple and Robust Deep Learning Approach for Fast Fluorescence Lifetime Imaging.
in Sensors (Basel, Switzerland)
Xiao D
(2022)
Spatial resolution improved fluorescence lifetime imaging via deep learning.
in Optics express
Xiao D
(2022)
Smart Wide-field Fluorescence Lifetime Imaging System with CMOS Single-photon Avalanche Diode Arrays.
in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Zang Z
(2022)
Hardware Inspired Neural Network for Efficient Time-Resolved Biomedical Imaging.
in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Zang Z
(2023)
Compact and robust deep learning architecture for fluorescence lifetime imaging and FPGA implementation.
in Methods and applications in fluorescence
Geiser A
(2023)
GLUT4 dispersal at the plasma membrane of adipocytes: a super-resolved journey
in Bioscience Reports
| Description | From the proof-of-concept experiments, we now know how to accelerate image acquisition. |
| Exploitation Route | We will organize a facility workshop to promote SPRINT to potential industrial and academic users. We (Prof Gwyn Gould as the PI) also received further income from BBSRC to promote the facility. |
| Sectors | Healthcare Pharmaceuticals and Medical Biotechnology |
| Description | How does EFR3 control insulin-stimulated plasma membrane dispersal of GLUT4? |
| Amount | £481,833 (GBP) |
| Funding ID | BB/X005178/1 |
| Organisation | Biotechnology and Biological Sciences Research Council (BBSRC) |
| Sector | Public |
| Country | United Kingdom |
| Start | 03/2023 |
| End | 03/2026 |
| Title | A new acquisition strategy for SPRINT |
| Description | To fully exploit SPRINT's power, we have developed a new acquisition approach that can accelerate the acquisition speed for confocal and STED FLIM experiments. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2022 |
| Provided To Others? | No |
| Impact | Usually confocal or STED FLIM experiments are too slow for live-cell imaging. The newly developed tool can enhance the acquisition speed to facilitate live-cell imaging. |
| Title | Few-photon Fluorescence LIfetime (FPFLI) |
| Description | https://opg.optica.org/optica/fulltext.cfm?uri=optica-10-7-944&id=535293 |
| Type Of Material | Data analysis technique |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| Impact | This new method will significantly enhance FLIM acquisition speed. |
| URL | https://opg.optica.org/optica/fulltext.cfm?uri=optica-10-7-944&id=535293 |
| Title | Spatial resolution improved fluorescence lifetime imaging via deep learning |
| Description | We have developed a fast neural network model that can be used to enhance FLIM resolution. |
| Type Of Material | Data analysis technique |
| Year Produced | 2022 |
| Provided To Others? | Yes |
| Impact | The tool will bring a significant impact in live-cell imaging experiments, especially when our SPRINT facility uses higher STED power. This means that we can also use biomarkers with a lower concentration. |
| Description | Collaboration with Dr Edward Avezov, UK Dementia Research Institute, The University of Cambridge |
| Organisation | University of Wisconsin-Madison |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | The PI (Dr David Li, DL) is collaborating with Dr Edward Avezov (EA) to investigate how to enhance the image acquisition speed when we use STED-FLIM/confocal FLIM functionalities of our SPRINT system. We have generated several proof-of-concept datasets for future funding applications. DL's group proposed a new acquisition and image analysis method, that can significantly enhance the acquisition speed. |
| Collaborator Contribution | EA provided case studies with confocal FLIM image data. |
| Impact | We have developed a new software tool for fast analysing FLIM images. |
| Start Year | 2022 |
| Description | Collaboration with Institute of Genetics & Cancer (IGC), University of Edinburgh |
| Organisation | University of Edinburgh |
| Department | Institute of Genetics and Cancer |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | The PI (Dr David Li, DL) provides expertise in FLIM to IGC, and we are investigating how super-resolution FLIM and FCS can reveal more information than traditional confocal systems. |
| Collaborator Contribution | We provided expertise in FLIM analysis to IGC, since SPRINT started. IGC also recently obtained a new STED-FLIM and FCS system and is seeking efficient FLIM and FCS analysis strategies. IGC's experiments will provide a testing ground for our new analysis tools. |
| Impact | The collaboration is multidisciplinary, and we have physicists, biologists, data scientists, and engineers working together. |
| Start Year | 2021 |
| Description | Collaboration with PicoQuant GmbH |
| Organisation | Science and Technologies Facilities Council (STFC) |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | PicoQuant GmbH, our BBSRC 20Alert SPRINT facility (PicoQuant MT200 STED) vendor, is interested in the Few-Photon Fluorescence LIfetime (FPFLI) technique that we developed through this project and is testing FPFLI on their FLIM data. If successful, they are keen to adopt FPFLI in their MT200 STED software tools. |
| Collaborator Contribution | PicoQuant will support our future grant applications and conduct imaging experiments. |
| Impact | We have just submitted a grant application to BBSRC. The paper FPFLI published in Optica 2023: https://opg.optica.org/optica/fulltext.cfm?uri=optica-10-7-944&id=535293 |
| Start Year | 2021 |
| Description | A workshop "Science in your Lab - Super-resolved FLIM and FCS" co-organised with PicoQuant GmbH |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | This workshop aimed to promote SPRINT and engage with international researchers to report the latest research outcomes and encourage the use of SPRINT to academic and industrial potential users. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Promoting SPRINT at BioImagingUK Imaging Facilities Manager Coffee Club |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | This event is to facilitate broader applications of time-resolved imaging and spectroscopy techniques in the UK and EU. |
| Year(s) Of Engagement Activity | 2021,2022 |
| URL | https://www.rms.org.uk/community/networks-affiliates/bioimaginguk-network.html |
