1
|
Riemer K, Tan Q, Morse S, Bau L, Toulemonde M, Yan J, Zhu J, Wang B, Taylor L, Lerendegui M, Wu Q, Stride E, Dunsby C, Weinberg PD, Tang MX. 3D Acoustic Wave Sparsely Activated Localization Microscopy With Phase Change Contrast Agents. Invest Radiol 2024; 59:379-390. [PMID: 37843819 DOI: 10.1097/rli.0000000000001033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2023]
Abstract
OBJECTIVE The aim of this study is to demonstrate 3-dimensional (3D) acoustic wave sparsely activated localization microscopy (AWSALM) of microvascular flow in vivo using phase change contrast agents (PCCAs). MATERIALS AND METHODS Three-dimensional AWSALM using acoustically activable PCCAs was evaluated on a crossed tube microflow phantom, the kidney of New Zealand White rabbits, and the brain of C57BL/6J mice through intact skull. A mixture of C 3 F 8 and C 4 F 10 low-boiling-point fluorocarbon gas was used to generate PCCAs with an appropriate activation pressure. A multiplexed 8-MHz matrix array connected to a 256-channel ultrasound research platform was used for transmitting activation and imaging ultrasound pulses and recording echoes. The in vitro and in vivo echo data were subsequently beamformed and processed using a set of customized algorithms for generating 3D super-resolution ultrasound images through localizing and tracking activated contrast agents. RESULTS With 3D AWSALM, the acoustic activation of PCCAs can be controlled both spatially and temporally, enabling contrast on demand and capable of revealing 3D microvascular connectivity. The spatial resolution of the 3D AWSALM images measured using Fourier shell correlation is 64 μm, presenting a 9-time improvement compared with the point spread function and 1.5 times compared with half the wavelength. Compared with the microbubble-based approach, more signals were localized in the microvasculature at similar concentrations while retaining sparsity and longer tracks in larger vessels. Transcranial imaging was demonstrated as a proof of principle of PCCA activation in the mouse brain with 3D AWSALM. CONCLUSIONS Three-dimensional AWSALM generates volumetric ultrasound super-resolution microvascular images in vivo with spatiotemporal selectivity and enhanced microvascular penetration.
Collapse
Affiliation(s)
- Kai Riemer
- From the Department of Bioengineering, Imperial College London, London, United Kingdom (K.R., Q.T., S.M., M.T., J.Y., J.Z., B.W., L.T., M.L., P.D.W., M.-X.T.); NDORMS, University of Oxford, Oxford, United Kingdom (L.B., Q.W., E.S.); and Department of Physics, Imperial College London, London, United Kingdom (C.D.)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
2
|
Lerendegui M, Yan J, Stride E, Dunsby C, Tang MX. Understanding the effects of microbubble concentration on localization accuracy in super-resolution ultrasound imaging. Phys Med Biol 2024. [PMID: 38588678 DOI: 10.1088/1361-6560/ad3c09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
Abstract
Super-Resolution Ultrasound (SRUS) through localising and tracking of Microbubbles (MBs) can achieve sub-wavelength resolution for imaging microvascular structure and flow dynamics in deep tissue in-vivo. The technique assumes that signals from individual MBs can be isolated and localised accurately, but this assumption starts to break down when the MB concentration increases and the signals from neighbouring MBs start to interfere. The aim of this study is to gain understanding of the effect of MB-MB distance on ultrasound images and their localisation. Ultrasound images of two MBs approaching each other were synthesised by simulating both ultrasound field propagation and nonlinear MB dynamics. Besides the distance between MBs, a range of other influencing factors including MB size, ultrasound frequency, transmit pulse sequence, pulse amplitude and localisation methods were studied. The results show that as two MBs approach each other, the interference fringes can lead to significant and oscillating localisation errors, which are affected by both the MB and imaging parameters. When modelling a clinical linear array probe operating at 6MHz, localisation errors between 20 to 30 µm (∼1/10th wavelength) can be generated when MBs are ∼ 500µm (2 wavelengths or ∼ 1.7 times the Point Spread Function (PSF)) away from each other. When modelling a cardiac probe operating at 1.5 MHz, the localisation errors were as high as 200 µm (∼1/5th wavelength) even when the MBs were more than 10 wavelengths apart (2.9 times the PSF). For both frequencies, at smaller separation distances, the two MBs were misinterpreted as one MB located in between the two true positions. Cross-correlation or Gaussian fitting methods were found to generate slightly smaller localisation errors than centroiding. In conclusion, caution should be taken when generating and interpreting SRUS images obtained using high agent concentration with MBs separated by less than 1.7 to 3 times the PSF, as significant localisation errors can be generated due to interference between neighbouring MBs.
Collapse
Affiliation(s)
- Marcelo Lerendegui
- Bioengineering, Imperial College London, Exhibition Rd, South Kensington, London, SW7 2AZ, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Jipeng Yan
- Bioengineering, Imperial College London, Exhibition Rd, South Kensington, London, SW7 2AZ, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Eleanor Stride
- Institute of Biomedical Engineering, University of Oxford, Oxford OX3 7DQ, UK, Oxford, Oxfordshire, OX1 2JD, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Christopher Dunsby
- Photonics Group Blackett Laboratory, Imperial College London, Prince Consort Road, London, London, SW7 2AZ, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Meng-Xing Tang
- Department of Bioengineering, Imperial College London, Department of Bioeng, London, London, SW7 2AZ, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| |
Collapse
|
3
|
Lightley J, Kumar S, Lim MQ, Garcia E, Görlitz F, Alexandrov Y, Parrado T, Hollick C, Steele E, Roßmann K, Graham J, Broichhagen J, McNeish IA, Roufosse CA, Neil MAA, Dunsby C, French PMW. openFrame: A modular, sustainable, open microscopy platform with single-shot, dual-axis optical autofocus module providing high precision and long range of operation. J Microsc 2023; 292:64-77. [PMID: 37616077 PMCID: PMC10953376 DOI: 10.1111/jmi.13219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 08/04/2023] [Accepted: 08/21/2023] [Indexed: 08/25/2023]
Abstract
'openFrame' is a modular, low-cost, open-hardware microscopy platform that can be configured or adapted to most light microscopy techniques and is easily upgradeable or expandable to multiple modalities. The ability to freely mix and interchange both open-source and proprietary hardware components or software enables low-cost, yet research-grade instruments to be assembled and maintained. It also enables rapid prototyping of advanced or novel microscope systems. For long-term time-lapse image data acquisition, slide-scanning or high content analysis, we have developed a novel optical autofocus incorporating orthogonal cylindrical optics to provide robust single-shot closed-loop focus lock, which we have demonstrated to accommodate defocus up to ±37 μm with <200 nm accuracy, and a two-step autofocus mode which we have shown can operate with defocus up to ±68 μm. We have used this to implement automated single molecule localisation microscopy (SMLM) in a relatively low-cost openFrame-based instrument using multimode diode lasers for excitation and cooled CMOS cameras.
Collapse
Affiliation(s)
- J. Lightley
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| | - S. Kumar
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| | - M. Q. Lim
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Department of Surgery and CancerImperial College LondonLondonUK
| | - E. Garcia
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Department of Surgery and CancerImperial College LondonLondonUK
| | - F. Görlitz
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
| | - Y. Alexandrov
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| | | | | | - E. Steele
- Cairn Research LtdFavershamKentEngland
| | - K. Roßmann
- Leibniz‐Forschungsinstitut für Molekulare PharmakologieBerlinGermany
| | - J. Graham
- Cairn Research LtdFavershamKentEngland
| | - J. Broichhagen
- Leibniz‐Forschungsinstitut für Molekulare PharmakologieBerlinGermany
| | - I. A. McNeish
- Department of Surgery and CancerImperial College LondonLondonUK
| | - C. A. Roufosse
- Department of Inflammation and ImmunologyImperial College LondonLondonUK
| | - M. A. A. Neil
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| | - C. Dunsby
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| | - P. M. W. French
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Francis Crick InstituteLondonUK
| |
Collapse
|
4
|
Riemer K, Toulemonde M, Yan J, Lerendegui M, Stride E, Weinberg PD, Dunsby C, Tang MX. Fast and Selective Super-Resolution Ultrasound In Vivo With Acoustically Activated Nanodroplets. IEEE Trans Med Imaging 2023; 42:1056-1067. [PMID: 36399587 DOI: 10.1109/tmi.2022.3223554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Perfusion by the microcirculation is key to the development, maintenance and pathology of tissue. Its measurement with high spatiotemporal resolution is consequently valuable but remains a challenge in deep tissue. Ultrasound Localization Microscopy (ULM) provides very high spatiotemporal resolution but the use of microbubbles requires low contrast agent concentrations, a long acquisition time, and gives little control over the spatial and temporal distribution of the microbubbles. The present study is the first to demonstrate Acoustic Wave Sparsely-Activated Localization Microscopy (AWSALM) and fast-AWSALM for in vivo super-resolution ultrasound imaging, offering contrast on demand and vascular selectivity. Three different formulations of acoustically activatable contrast agents were used. We demonstrate their use with ultrasound mechanical indices well within recommended safety limits to enable fast on-demand sparse activation and destruction at very high agent concentrations. We produce super-localization maps of the rabbit renal vasculature with acquisition times between 5.5 s and 0.25 s, and a 4-fold improvement in spatial resolution. We present the unique selectivity of AWSALM in visualizing specific vascular branches and downstream microvasculature, and we show super-localized kidney structures in systole (0.25 s) and diastole (0.25 s) with fast-AWSALM outperforming microbubble based ULM. In conclusion, we demonstrate the feasibility of fast and selective imaging of microvascular dynamics in vivo with subwavelength resolution using ultrasound and acoustically activatable nanodroplet contrast agents.
Collapse
|
5
|
Dvinskikh L, Sparks H, Brito L, MacLeod KT, Harding SE, Dunsby C. Remote-refocusing light-sheet fluorescence microscopy enables 3D imaging of electromechanical coupling of hiPSC-derived and adult cardiomyocytes in co-culture. Sci Rep 2023; 13:3342. [PMID: 36849727 PMCID: PMC9970973 DOI: 10.1038/s41598-023-29419-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 02/03/2023] [Indexed: 03/01/2023] Open
Abstract
Improving cardiac function through stem-cell regenerative therapy requires functional and structural integration of the transplanted cells with the host tissue. Visualizing the electromechanical interaction between native and graft cells necessitates 3D imaging with high spatio-temporal resolution and low photo-toxicity. A custom light-sheet fluorescence microscope was used for volumetric imaging of calcium dynamics in co-cultures of adult rat left ventricle cardiomyocytes and human induced pluripotent stem cell-derived cardiomyocytes. Aberration-free remote refocus of the detection plane synchronously to the scanning of the light sheet along the detection axis enabled fast dual-channel 3D imaging at subcellular resolution without mechanical sample disturbance at up to 8 Hz over a ∼300 µm × 40 µm × 50 µm volume. The two cell types were found to undergo electrically stimulated and spontaneous synchronized calcium transients and contraction. Electromechanical coupling improved with co-culture duration, with 50% of adult-CM coupled after 24 h of co-culture, compared to 19% after 4 h (p = 0.0305). Immobilization with para-nitroblebbistatin did not prevent calcium transient synchronization, with 35% and 36% adult-CM coupled in control and treated samples respectively (p = 0.91), indicating that electrical coupling can be maintained independently of mechanotransduction.
Collapse
Affiliation(s)
- L Dvinskikh
- Department of Physics, Imperial College London, London, UK. .,National Heart and Lung Institute, Imperial College London, London, UK. .,Department of Chemistry, Imperial College London, London, UK.
| | - H Sparks
- Department of Physics, Imperial College London, London, UK
| | - L Brito
- National Heart and Lung Institute, Imperial College London, London, UK
| | - K T MacLeod
- National Heart and Lung Institute, Imperial College London, London, UK
| | - S E Harding
- National Heart and Lung Institute, Imperial College London, London, UK
| | - C Dunsby
- Department of Physics, Imperial College London, London, UK
| |
Collapse
|
6
|
Zhu J, Zhang C, Christensen-Jeffries K, Zhang G, Harput S, Dunsby C, Huang P, Tang MX. Super-Resolution Ultrasound Localization Microscopy of Microvascular Structure and Flow for Distinguishing Metastatic Lymph Nodes - An Initial Human Study. Ultraschall Med 2022; 43:592-598. [PMID: 36206774 DOI: 10.1055/a-1917-0016] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
PURPOSE Detecting and distinguishing metastatic lymph nodes (LNs) from those with benign lymphadenopathy are crucial for cancer diagnosis and prognosis but remain a clinical challenge. A recent advance in super-resolution ultrasound (SRUS) through localizing individual microbubbles has broken the diffraction limit and tracking enabled in vivo noninvasive imaging of vascular morphology and flow dynamics at a microscopic level. In this study we hypothesize that SRUS enables quantitative markers to distinguish metastatic LNs from benign ones in patients with lymphadenopathy. MATERIALS AND METHODS Clinical contrast-enhanced ultrasound image sequences of LNs from 6 patients with lymph node metastasis and 4 with benign lymphadenopathy were acquired and motion-corrected. These were then used to generate super-resolution microvascular images and super-resolved velocity maps. From these SRUS images, morphological and functional measures were obtained including micro-vessel density, fractal dimension, mean flow speed, and Local Flow Direction Irregularity (LFDI) measuring the variance in local flow direction. These measures were compared between pathologically proven reactive and metastasis LNs. RESULTS Our initial results indicate that the difference in the indicator of flow irregularity (LFDI) derived from the SRUS images is statistically significant between the two groups. The LFDI is 60% higher in metastatic LNs compared with reactive nodes. CONCLUSION This pilot study demonstrates the feasibility of super-resolution ultrasound for clinical imaging of lymph nodes and the potential of using the irregularity of local blood flow directions afforded by SRUS for the characterization of LNs.
Collapse
Affiliation(s)
- Jiaqi Zhu
- Bioengineering, Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Chao Zhang
- Department of Ultrasound, Zhejiang University School of Medicine Second Affiliated Hospital, Hangzhou, People's Republic of China
| | - Kirsten Christensen-Jeffries
- Imaging Sciences and Biomedical Engineering, King's College London School of Medical Education, London, United Kingdom of Great Britain and Northern Ireland
| | - Ge Zhang
- Bioengineering, Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Sevan Harput
- Division of Electrical and Electronic Engineering, London South Bank University, London, United Kingdom of Great Britain and Northern Ireland
| | - Christopher Dunsby
- Physics, Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Pintong Huang
- Department of Ultrasound, Zhejiang University School of Medicine Second Affiliated Hospital, Hangzhou, People's Republic of China
| | - Meng-Xing Tang
- Bioengineering, Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| |
Collapse
|
7
|
Lightley J, Görlitz F, Kumar S, Kalita R, Kolbeinsson A, Garcia E, Alexandrov Y, Bousgouni V, Wysoczanski R, Barnes P, Donnelly L, Bakal C, Dunsby C, Neil MAA, Flaxman S, French PMW. Robust deep learning optical autofocus system applied to automated multiwell plate single molecule localization microscopy. J Microsc 2022; 288:130-141. [PMID: 34089183 DOI: 10.1111/jmi.13020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 04/17/2021] [Accepted: 05/05/2021] [Indexed: 11/27/2022]
Abstract
We presenta robust, long-range optical autofocus system for microscopy utilizing machine learning. This can be useful for experiments with long image data acquisition times that may be impacted by defocusing resulting from drift of components, for example due to changes in temperature or mechanical drift. It is also useful for automated slide scanning or multiwell plate imaging where the sample(s) to be imaged may not be in the same horizontal plane throughout the image data acquisition. To address the impact of (thermal or mechanical) fluctuations over time in the optical autofocus system itself, we utilize a convolutional neural network (CNN) that is trained over multiple days to account for such fluctuations. To address the trade-off between axial precision and range of the autofocus, we implement orthogonal optical readouts with separate CNN training data, thereby achieving an accuracy well within the 600 nm depth of field of our 1.3 numerical aperture objective lens over a defocus range of up to approximately +/-100 μm. We characterize the performance of this autofocus system and demonstrate its application to automated multiwell plate single molecule localization microscopy.
Collapse
Affiliation(s)
- Jonathan Lightley
- Photonics Group, Physics Department, Imperial College London, London, UK
| | - Frederik Görlitz
- Photonics Group, Physics Department, Imperial College London, London, UK
| | - Sunil Kumar
- Photonics Group, Physics Department, Imperial College London, London, UK
- Francis Crick Institute, London, UK
| | - Ranjan Kalita
- Photonics Group, Physics Department, Imperial College London, London, UK
| | | | - Edwin Garcia
- Photonics Group, Physics Department, Imperial College London, London, UK
| | - Yuriy Alexandrov
- Photonics Group, Physics Department, Imperial College London, London, UK
- Francis Crick Institute, London, UK
| | - Vicky Bousgouni
- Institute of Cancer Research, Chester Beatty Laboratories, London, UK
| | - Riccardo Wysoczanski
- Photonics Group, Physics Department, Imperial College London, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Peter Barnes
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Louise Donnelly
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Chris Bakal
- Institute of Cancer Research, Chester Beatty Laboratories, London, UK
| | - Christopher Dunsby
- Photonics Group, Physics Department, Imperial College London, London, UK
- Francis Crick Institute, London, UK
| | - Mark A A Neil
- Photonics Group, Physics Department, Imperial College London, London, UK
- Francis Crick Institute, London, UK
| | - Seth Flaxman
- Department of Mathematics, Imperial College London, London, UK
| | - Paul M W French
- Photonics Group, Physics Department, Imperial College London, London, UK
- Francis Crick Institute, London, UK
| |
Collapse
|
8
|
Garcia E, Lightley J, Kumar S, Kalita R, Gőrlitz F, Alexandrov Y, Cook T, Dunsby C, Neil MAA, Roufosse CA, French PMW. Application of direct stochastic optical reconstruction microscopy (dSTORM) to the histological analysis of human glomerular disease. J Pathol Clin Res 2021; 7:438-445. [PMID: 34018698 PMCID: PMC8363924 DOI: 10.1002/cjp2.217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 03/21/2021] [Accepted: 03/28/2021] [Indexed: 12/05/2022]
Abstract
Electron microscopy (EM) following immunofluorescence (IF) imaging is a vital tool for the diagnosis of human glomerular diseases, but the implementation of EM is limited to specialised institutions and it is not available in many countries. Recent progress in fluorescence microscopy now enables conventional widefield fluorescence microscopes to be adapted at modest cost to provide resolution below 50 nm in biological specimens. We show that stochastically switched single-molecule localisation microscopy can be applied to clinical histological sections stained with standard IF techniques and that such super-resolved IF may provide an alternative means to resolve ultrastructure to aid the diagnosis of kidney disease where EM is not available. We have implemented the direct stochastic optical reconstruction microscopy technique with human kidney biopsy frozen sections stained with clinically approved immunofluorescent probes for the basal laminae and immunoglobulin G deposits. Using cases of membranous glomerulonephritis, thin basement membrane lesion, and lupus nephritis, we compare this approach to clinical EM images and demonstrate enhanced imaging compared to conventional IF microscopy. With minor modifications in established IF protocols of clinical frozen renal biopsies, we believe the cost-effective adaptation of conventional widefield microscopes can be widely implemented to provide super-resolved image information to aid diagnosis of human glomerular disease.
Collapse
Affiliation(s)
- Edwin Garcia
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
| | | | - Sunil Kumar
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Imperial College London Photonics Satellite LaboratoryFrancis Crick InstituteLondonUK
| | - Ranjan Kalita
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
| | - Frederik Gőrlitz
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
| | - Yuriy Alexandrov
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Imperial College London Photonics Satellite LaboratoryFrancis Crick InstituteLondonUK
| | - Terry Cook
- Department of Inflammation and ImmunologyImperial College LondonLondonUK
| | - Christopher Dunsby
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Imperial College London Photonics Satellite LaboratoryFrancis Crick InstituteLondonUK
| | - Mark AA Neil
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Imperial College London Photonics Satellite LaboratoryFrancis Crick InstituteLondonUK
| | - Candice A Roufosse
- Department of Inflammation and ImmunologyImperial College LondonLondonUK
| | - Paul MW French
- Photonics Group, Physics DepartmentImperial College LondonLondonUK
- Imperial College London Photonics Satellite LaboratoryFrancis Crick InstituteLondonUK
| |
Collapse
|
9
|
Jones DC, Kumar S, Lanigan PMP, McGuinness CD, Dale MW, Twitchen DJ, Fisher D, Martineau PM, Neil MAA, Dunsby C, French PMW. Multidimensional luminescence microscope for imaging defect colour centres in diamond. Methods Appl Fluoresc 2019; 8:014004. [DOI: 10.1088/2050-6120/ab4eac] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
10
|
Christensen-Jeffries K, Brown J, Harput S, Zhang G, Zhu J, Tang MX, Dunsby C, Eckersley RJ. Poisson Statistical Model of Ultrasound Super-Resolution Imaging Acquisition Time. IEEE Trans Ultrason Ferroelectr Freq Control 2019; 66:1246-1254. [PMID: 31107645 PMCID: PMC7614131 DOI: 10.1109/tuffc.2019.2916603] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
A number of acoustic super-resolution techniques have recently been developed to visualize microvascular structure and flow beyond the diffraction limit. A crucial aspect of all ultrasound (US) super-resolution (SR) methods using single microbubble localization is time-efficient detection of individual bubble signals. Due to the need for bubbles to circulate through the vasculature during acquisition, slow flows associated with the microcirculation limit the minimum acquisition time needed to obtain adequate spatial information. Here, a model is developed to investigate the combined effects of imaging parameters, bubble signal density, and vascular flow on SR image acquisition time. We find that the estimated minimum time needed for SR increases for slower blood velocities and greater resolution improvement. To improve SR from a resolution of λ /10 to λ /20 while imaging the microvasculature structure modeled here, the estimated minimum acquisition time increases by a factor of 14. The maximum useful imaging frame rate to provide new spatial information in each image is set by the bubble velocity at low blood flows (<150 mm/s for a depth of 5 cm) and by the acoustic wave velocity at higher bubble velocities. Furthermore, the image acquisition procedure, transmit frequency, localization precision, and desired super-resolved image contrast together determine the optimal acquisition time achievable for fixed flow velocity. Exploring the effects of both system parameters and details of the target vasculature can allow a better choice of acquisition settings and provide improved understanding of the completeness of SR information.
Collapse
Affiliation(s)
| | - Jemma Brown
- Biomedical Engineering Department, Division of Imaging Sciences, Kings College London, London WC2R 2LS, U.K
| | - Sevan Harput
- Department of Bioengineering, Imperial College London, London SW7 2AZ, U.K
| | - Ge Zhang
- Department of Bioengineering, Imperial College London, London SW7 2AZ, U.K
| | - Jiaqi Zhu
- Department of Bioengineering, Imperial College London, London SW7 2AZ, U.K
| | - Meng-Xing Tang
- Department of Bioengineering, Imperial College London, London SW7 2AZ, U.K
| | - Christopher Dunsby
- Department of Physics, Imperial College London, London SW7 2AZ, U.K.; Centre for Pathology, Imperial College London, London W12 0NN, U.K
| | - Robert J. Eckersley
- Biomedical Engineering Department, Division of Imaging Sciences, Kings College London, London WC2R 2LS, U.K
| |
Collapse
|
11
|
Guo W, Kumar S, Görlitz F, Garcia E, Alexandrov Y, Munro I, Kelly DJ, Warren S, Thorpe P, Dunsby C, French P. Automated Fluorescence Lifetime Imaging High-Content Analysis of Förster Resonance Energy Transfer between Endogenously Labeled Kinetochore Proteins in Live Budding Yeast Cells. SLAS Technol 2019; 24:308-320. [PMID: 30629461 PMCID: PMC6537140 DOI: 10.1177/2472630318819240] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/16/2018] [Accepted: 11/23/2018] [Indexed: 11/23/2022]
Abstract
We describe an open-source automated multiwell plate fluorescence lifetime imaging (FLIM) methodology to read out Förster resonance energy transfer (FRET) between fluorescent proteins (FPs) labeling endogenous kinetochore proteins (KPs) in live budding yeast cells. The low copy number of many KPs and their small spatial extent present significant challenges for the quantification of donor fluorescence lifetime in the presence of significant cellular autofluorescence and photobleaching. Automated FLIM data acquisition was controlled by µManager and incorporated wide-field time-gated imaging with optical sectioning to reduce background fluorescence. For data analysis, we used custom MATLAB-based software tools to perform kinetochore foci segmentation and local cellular background subtraction and fitted the fluorescence lifetime data using the open-source FLIMfit software. We validated the methodology using endogenous KPs labeled with mTurquoise2 FP and/or yellow FP and measured the donor fluorescence lifetimes for foci comprising 32 kinetochores with KP copy numbers as low as ~2 per kinetochore under an average labeling efficiency of 50%. We observed changes of median donor lifetime ≥250 ps for KPs known to form dimers. Thus, this FLIM high-content analysis platform enables the screening of relatively low-copy-number endogenous protein-protein interactions at spatially confined macromolecular complexes.
Collapse
Affiliation(s)
- Wenjun Guo
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- Francis Crick Institute, London,
UK
| | - Sunil Kumar
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- Francis Crick Institute, London,
UK
| | - Frederik Görlitz
- Photonics Group, Department of Physics,
Imperial College London, London, UK
| | - Edwin Garcia
- Photonics Group, Department of Physics,
Imperial College London, London, UK
| | - Yuriy Alexandrov
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- Francis Crick Institute, London,
UK
| | - Ian Munro
- Photonics Group, Department of Physics,
Imperial College London, London, UK
| | - Douglas J. Kelly
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- RIKEN Center for Biodynamic Systems
Research, Kobe, Japan
| | - Sean Warren
- Garvan Institute of Medical Research,
University of New South Wales, Sydney, New South Wales, Australia
| | - Peter Thorpe
- Francis Crick Institute, London,
UK
- Queen Mary University of London, London,
UK
| | - Christopher Dunsby
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- Francis Crick Institute, London,
UK
- Centre for Pathology, Imperial College
London, London, UK
| | - Paul French
- Photonics Group, Department of Physics,
Imperial College London, London, UK
- Francis Crick Institute, London,
UK
| |
Collapse
|
12
|
Zhu J, Rowland EM, Harput S, Riemer K, Leow CH, Clark B, Cox K, Lim A, Christensen-Jeffries K, Zhang G, Brown J, Dunsby C, Eckersley RJ, Weinberg PD, Tang MX. 3D Super-Resolution US Imaging of Rabbit Lymph Node Vasculature in Vivo by Using Microbubbles. Radiology 2019; 291:642-650. [PMID: 30990382 DOI: 10.1148/radiol.2019182593] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Background Variations in lymph node (LN) microcirculation can be indicative of metastasis. The identification and quantification of metastatic LNs remains essential for prognosis and treatment planning, but a reliable noninvasive imaging technique is lacking. Three-dimensional super-resolution (SR) US has shown potential to noninvasively visualize microvascular networks in vivo. Purpose To study the feasibility of three-dimensional SR US imaging of rabbit LN microvascular structure and blood flow by using microbubbles. Materials and Methods In vivo studies were carried out to image popliteal LNs of two healthy male New Zealand white rabbits aged 6-8 weeks. Three-dimensional, high-frame-rate, contrast material-enhanced US was achieved by mechanically scanning with a linear imaging probe. Individual microbubbles were identified, localized, and tracked to form three-dimensional SR images and super-resolved velocity maps. Acoustic subaperture processing was used to improve image contrast and to generate enhanced power Doppler and color Doppler images. Vessel size and blood flow velocity distributions were evaluated and assessed by using Student paired t test. Results SR images revealed microvessels in the rabbit LN, with branches clearly resolved when separated by 30 µm, which is less than half of the acoustic wavelength and not resolvable by using power or color Doppler. The apparent size distribution of most vessels in the SR images was below 80 µm and agrees with micro-CT data, whereas most of those detected with Doppler techniques were larger than 80 µm in the images. The blood flow velocity distribution indicated that most of the blood flow in rabbit popliteal LN was at velocities lower than 5 mm/sec. Conclusion Three-dimensional super-resolution US imaging using microbubbles allows noninvasive nonionizing visualization and quantification of lymph node microvascular structures and blood flow dynamics with resolution below the wave diffraction limit. This technology has potential for studying the physiologic functions of the lymph system and for clinical detection of lymph node metastasis. Published under a CC BY 4.0 license. Online supplemental material is available for this article.
Collapse
Affiliation(s)
- Jiaqi Zhu
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Ethan M Rowland
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Sevan Harput
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Kai Riemer
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Chee Hau Leow
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Brett Clark
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Karina Cox
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Adrian Lim
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Kirsten Christensen-Jeffries
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Ge Zhang
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Jemma Brown
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Christopher Dunsby
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Robert J Eckersley
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Peter D Weinberg
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| | - Meng-Xing Tang
- From the Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, England (J.Z., E.M.R., S.H., K.R., C.H.L., G.Z., P.D.W., M.X.T.); Department of Surgery, Maidstone and Tunbridge Wells NHS Trust, Maidstone, England (K.C.); Department of Imaging, Charing Cross Hospital, Fulham Palace Rd, London, England (A.L.); Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Science, Kings College London, London, England (K.C.J., J.B., R.J.E.); Department of Physics and Centre for Pathology, Imperial College London, London, England (C.D.); and Department of Imaging, Natural History Museum, London, England (B.C.)
| |
Collapse
|
13
|
Brown J, Christensen-Jeffries K, Harput S, Zhang G, Zhu J, Dunsby C, Tang MX, Eckersley RJ. Investigation of Microbubble Detection Methods for Super-Resolution Imaging of Microvasculature. IEEE Trans Ultrason Ferroelectr Freq Control 2019; 66:676-691. [PMID: 30676955 DOI: 10.1109/tuffc.2019.2894755] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Ultrasound super-resolution techniques use the response of microbubble (MB) contrast agents to visualize the microvasculature. Techniques that localize isolated bubble signals first require detection algorithms to separate the MB and tissue responses. This work explores the three main MB detection techniques for super-resolution of microvasculature. Pulse inversion (PI), differential imaging (DI), and singular value decomposition (SVD) filtering were compared in terms of the localization accuracy, precision, and contrast-to-tissue ratio. MB responses were simulated based on the properties of Sonovue and using the Marmottant model. Nonlinear propagation through tissue was modeled using the k-Wave software package. For the parameters studied, the results show that PI is most appropriate for low frequency applications, but also most dependent on transducer bandwidth. SVD is preferable for high frequency acquisition where localization precision on the order of a few microns is possible. PI is largely independent of flow direction and speed compared to SVD and DI, so is appropriate for visualizing the slowest flows and tortuous vasculature. SVD is unsuitable for stationary MBs and can introduce a localization error on the order of hundreds of microns over the speed range 0-2 mm/s and flow directions from lateral (parallel to probe) to axial (perpendicular to probe). DI is only suitable for flow rates >0.5 mm/s or as flow becomes more axial. Overall, this study develops an MB and tissue nonlinear simulation platform to improve understanding of how different MB detection techniques can impact the super-resolution process and explores some of the factors influencing the suitability of each.
Collapse
|
14
|
Zhang G, Harput S, Hu H, Christensen-Jeffries K, Zhu J, Brown J, Leow CH, Eckersley RJ, Dunsby C, Tang MX. Fast Acoustic Wave Sparsely Activated Localization Microscopy (fast-AWSALM): Ultrasound Super-Resolution using Plane-Wave Activation of Nanodroplets. IEEE Trans Ultrason Ferroelectr Freq Control 2019; 66:1039-1046. [PMID: 30908211 DOI: 10.1109/tuffc.2019.2906496] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Localization-based ultrasound super-resolution imaging using microbubble contrast agents and phase-change nano-droplets has been developed to visualize microvascular structures beyond the diffraction limit. However, the long data acquisition time makes the clinical translation more challenging. In this study, fast acoustic wave sparsely activated localization microscopy (fast-AWSALM) was developed to achieve super-resolved frames with sub-second temporal resolution, by using low-boiling-point octafluoropropane nanodroplets and high frame rate plane waves for activation, destruction, as well as imaging. Fast-AWSALM was demonstrated on an in vitro microvascular phantom to super-resolve structures that could not be resolved by conventional B-mode imaging. The effects of the temperature and mechanical index on fast-AWSALM was investigated. Experimental results show that sub-wavelength micro-structures as small as 190 lm were resolvable in 200 ms with plane-wave transmission at a center frequency of 3.5 MHz and a pulse repetition frequency of 5000 Hz. This is about a 3.5 fold reduction in point spread function full-width-half-maximum compared to that measured in conventional B-mode, and two orders of magnitude faster than the recently reported AWSALM under a non-flow/very slow flow situations and other localization based methods. Just as in AWSALM, fast-AWSALM does not require flow, as is required by current microbubble based ultrasound super resolution techniques. In conclusion, this study shows the promise of fast-AWSALM, a super-resolution ultrasound technique using nanodroplets, which can generate super-resolution images in milli-seconds and does not require flow.
Collapse
|
15
|
Munro I, García E, Yan M, Guldbrand S, Kumar S, Kwakwa K, Dunsby C, Neil MAA, French PMW. Accelerating single molecule localization microscopy through parallel processing on a high-performance computing cluster. J Microsc 2018; 273:148-160. [PMID: 30508256 PMCID: PMC6378585 DOI: 10.1111/jmi.12772] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 11/14/2018] [Accepted: 11/18/2018] [Indexed: 12/25/2022]
Abstract
Super‐resolved microscopy techniques have revolutionized the ability to study biological structures below the diffraction limit. Single molecule localization microscopy (SMLM) techniques are widely used because they are relatively straightforward to implement and can be realized at relatively low cost, e.g. compared to laser scanning microscopy techniques. However, while the data analysis can be readily undertaken using open source or other software tools, large SMLM data volumes and the complexity of the algorithms used often lead to long image data processing times that can hinder the iterative optimization of experiments. There is increasing interest in high throughput SMLM, but its further development and application is inhibited by the data processing challenges. We present here a widely applicable approach to accelerating SMLM data processing via a parallelized implementation of ThunderSTORM on a high‐performance computing (HPC) cluster and quantify the speed advantage for a four‐node cluster (with 24 cores and 128 GB RAM per node) compared to a high specification (28 cores, 128 GB RAM, SSD‐enabled) desktop workstation. This data processing speed can be readily scaled by accessing more HPC resources. Our approach is not specific to ThunderSTORM and can be adapted for a wide range of SMLM software. Lay Description Optical microscopy is now able to provide images with a resolution far beyond the diffraction limit thanks to relatively new super‐resolved microscopy (SRM) techniques, which have revolutionized the ability to study biological structures. One approach to SRM is to randomly switch on and off the emission of fluorescent molecules in an otherwise conventional fluorescence microscope. If only a sparse subset of the fluorescent molecules labelling a sample can be switched on at a time, then each emitter will be, on average, spaced further apart than the diffraction‐limited resolution of the conventional microscope and the separate bright spots in the image corresponding to each emitter can be localised to high precision by finding the centre of each feature using a computer program. Thus, a precise map of the emitter positions can be recorded by sequentially mapping the localisation of different subsets of emitters as they are switched on and others switched off. Typically, this approach, described as single molecule localisation microscopy (SMLM), results in large image data sets that can take many minutes to hours to process, depending on the size of the field of view and whether the SMLM analysis employs a computationally‐intensive iterative algorithm. Such a slow workflow makes it difficult to optimise experiments and to analyse large numbers of samples. Faster SMLM experiments would be generally useful and automated high throughput SMLM studies of arrays of samples, such as cells, could be applied to drug discovery and other applications. However, the time required to process the resulting data would be prohibitive on a normal computer. To address this, we have developed a method to run standard SMLM data analysis software tools in parallel on a high‐performance computing cluster (HPC). This can be used to accelerate the analysis of individual SMLM experiments or it can be scaled to analyse high throughput SMLM data by extending it to run on an arbitrary number of HPC processors in parallel. In this paper we outline the design of our parallelised SMLM software for HPC and quantify the speed advantage when implementing it on four HPC nodes compared to a powerful desktop computer.
Collapse
Affiliation(s)
- I Munro
- Photonics Group, Physics Department, Imperial College London, London, U.K
| | - E García
- Photonics Group, Physics Department, Imperial College London, London, U.K
| | - M Yan
- Photonics Group, Physics Department, Imperial College London, London, U.K.,Northwest Institute of Nuclear Technology, Xi'an, Shaanxi, P.R. China
| | - S Guldbrand
- Photonics Group, Physics Department, Imperial College London, London, U.K
| | - S Kumar
- Photonics Group, Physics Department, Imperial College London, London, U.K.,The Francis Crick Institute, London, U.K
| | - K Kwakwa
- Photonics Group, Physics Department, Imperial College London, London, U.K
| | - C Dunsby
- Photonics Group, Physics Department, Imperial College London, London, U.K.,Centre for Pathology, Imperial College London, London, U.K
| | - M A A Neil
- Photonics Group, Physics Department, Imperial College London, London, U.K
| | - P M W French
- Photonics Group, Physics Department, Imperial College London, London, U.K
| |
Collapse
|
16
|
Görlitz F, Guldbrand S, Runcorn TH, Murray RT, Jaso-Tamame AL, Sinclair HG, Martinez-Perez E, Taylor JR, Neil MAA, Dunsby C, French PMW. easySLM-STED: Stimulated emission depletion microscopy with aberration correction, extended field of view and multiple beam scanning. J Biophotonics 2018; 11:e201800087. [PMID: 29978591 DOI: 10.1002/jbio.201800087] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Revised: 06/01/2018] [Accepted: 07/05/2018] [Indexed: 05/06/2023]
Abstract
We demonstrate a simplified set-up for STED microscopy with a straightforward alignment procedure that uses a single spatial light modulator (SLM) with collinear incident excitation and depletion beams to provide phase modulation of the beam profiles and correction of optical aberrations. We show that this approach can be used to extend the field of view for STED microscopy by correcting chromatic aberration that otherwise leads to walk-off between the focused excitation and depletion beams. We further show how this arrangement can be adapted to increase the imaging speed through multibeam excitation and depletion. Fine adjustments to the alignment can be accomplished using the SLM only, conferring the potential for automation.
Collapse
Affiliation(s)
- Frederik Görlitz
- Photonics Group, Department of Physics, Imperial College London, London, UK
| | - Stina Guldbrand
- Photonics Group, Department of Physics, Imperial College London, London, UK
| | - Timothy H Runcorn
- Femtosecond Optics Group, Department of Physics, Imperial College London, London, UK
| | - Robert T Murray
- Femtosecond Optics Group, Department of Physics, Imperial College London, London, UK
| | | | - Hugo G Sinclair
- Photonics Group, Department of Physics, Imperial College London, London, UK
| | | | - James R Taylor
- Femtosecond Optics Group, Department of Physics, Imperial College London, London, UK
| | - Mark A A Neil
- Photonics Group, Department of Physics, Imperial College London, London, UK
| | - Christopher Dunsby
- Photonics Group, Department of Physics, Imperial College London, London, UK
- Centre for Pathology, Imperial College London, London, UK
| | - Paul M W French
- Photonics Group, Department of Physics, Imperial College London, London, UK
| |
Collapse
|
17
|
Alexandrov Y, Nikolic DS, Dunsby C, French PMW. Quantitative time domain analysis of lifetime-based Förster resonant energy transfer measurements with fluorescent proteins: Static random isotropic fluorophore orientation distributions. J Biophotonics 2018; 11:e201700366. [PMID: 29582566 DOI: 10.1002/jbio.201700366] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Accepted: 03/23/2018] [Indexed: 06/08/2023]
Abstract
Förster resonant energy transfer (FRET) measurements are widely used to obtain information about molecular interactions and conformations through the dependence of FRET efficiency on the proximity of donor and acceptor fluorophores. Fluorescence lifetime measurements can provide quantitative analysis of FRET efficiency and interacting population fraction. Many FRET experiments exploit the highly specific labelling of genetically expressed fluorescent proteins, applicable in live cells and organisms. Unfortunately, the typical assumption of fast randomization of fluorophore orientations in the analysis of fluorescence lifetime-based FRET readouts is not valid for fluorescent proteins due to their slow rotational mobility compared to their upper state lifetime. Here, previous analysis of effectively static isotropic distributions of fluorophore dipoles on FRET measurements is incorporated into new software for fitting donor emission decay profiles. Calculated FRET parameters, including molar population fractions, are compared for the analysis of simulated and experimental FRET data under the assumption of static and dynamic fluorophores and the intermediate regimes between fully dynamic and static fluorophores, and mixtures within FRET pairs, is explored. Finally, a method to correct the artefact resulting from fitting the emission from static FRET pairs with isotropic angular distributions to the (incorrect) typically assumed dynamic FRET decay model is presented.
Collapse
Affiliation(s)
- Yuriy Alexandrov
- Photonics Group, Department of Physics, Imperial College London, London, UK
- Light Microscopy, Francis Crick Institute, London, UK
| | - Dino S Nikolic
- Quantum Physics and Information Technology Group, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Christopher Dunsby
- Photonics Group, Department of Physics, Imperial College London, London, UK
- Light Microscopy, Francis Crick Institute, London, UK
- Centre for Pathology, Imperial College London, London, UK
| | - Paul M W French
- Photonics Group, Department of Physics, Imperial College London, London, UK
- Light Microscopy, Francis Crick Institute, London, UK
| |
Collapse
|
18
|
Harput S, Christensen-Jeffries K, Brown J, Li Y, Williams KJ, Davies AH, Eckersley RJ, Dunsby C, Tang MX, Christensen-Jeffries K, Li Y, Williams KJ, Eckersley RJ, Harput S, Dunsby C, Davies AH, Brown J, Tang MX. Two-Stage Motion Correction for Super-Resolution Ultrasound Imaging in Human Lower Limb. IEEE Trans Ultrason Ferroelectr Freq Control 2018; 65:803-814. [PMID: 29733283 DOI: 10.1109/tuffc.2018.2824846] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
The structure of microvasculature cannot be resolved using conventional ultrasound (US) imaging due to the fundamental diffraction limit at clinical US frequencies. It is possible to overcome this resolution limitation by localizing individual microbubbles through multiple frames and forming a superresolved image, which usually requires seconds to minutes of acquisition. Over this time interval, motion is inevitable and tissue movement is typically a combination of large- and small-scale tissue translation and deformation. Therefore, super-resolution (SR) imaging is prone to motion artifacts as other imaging modalities based on multiple acquisitions are. This paper investigates the feasibility of a two-stage motion estimation method, which is a combination of affine and nonrigid estimation, for SR US imaging. First, the motion correction accuracy of the proposed method is evaluated using simulations with increasing complexity of motion. A mean absolute error of 12.2 was achieved in simulations for the worst-case scenario. The motion correction algorithm was then applied to a clinical data set to demonstrate its potential to enable in vivo SR US imaging in the presence of patient motion. The size of the identified microvessels from the clinical SR images was measured to assess the feasibility of the two-stage motion correction method, which reduced the width of the motion-blurred microvessels to approximately 1.5-fold.
Collapse
|
19
|
Christensen-Jeffries K, Harput S, Brown J, Wells PNT, Aljabar P, Dunsby C, Tang MX, Eckersley RJ. Microbubble Axial Localization Errors in Ultrasound Super-Resolution Imaging. IEEE Trans Ultrason Ferroelectr Freq Control 2017; 64:1644-1654. [PMID: 28829309 DOI: 10.1109/tuffc.2017.2741067] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Acoustic super-resolution imaging has allowed the visualization of microvascular structure and flow beyond the diffraction limit using standard clinical ultrasound systems through the localization of many spatially isolated microbubble signals. The determination of each microbubble position is typically performed by calculating the centroid, finding a local maximum, or finding the peak of a 2-D Gaussian function fit to the signal. However, the backscattered signal from a microbubble depends not only on diffraction characteristics of the waveform, but also on the microbubble behavior in the acoustic field. Here, we propose a new axial localization method by identifying the onset of the backscattered signal. We compare the accuracy of localization methods using in vitro experiments performed at 7-cm depth and 2.3-MHz center frequency. We corroborate these findings with simulation results based on the Marmottant model. We show experimentally and in simulations that detecting the onset of the returning signal provides considerably increased accuracy for super-resolution. Resulting experimental cross-sectional profiles in super-resolution images demonstrate at least 5.8 times improvement in contrast ratio and more than 1.8 times reduction in spatial spread (provided by 90% of the localizations) for the onset method over centroiding, peak detection, and 2-D Gaussian fitting methods. Simulations estimate that these latter methods could create errors in relative bubble positions as high as at these experimental settings, while the onset method reduced the interquartile range of these errors by a factor of over 2.2. Detecting the signal onset is, therefore, expected to considerably improve the accuracy of super-resolution.
Collapse
|
20
|
Christensen-Jeffries K, Brown J, Aljabar P, Tang M, Dunsby C, Eckersley RJ. 3-D In Vitro Acoustic Super-Resolution and Super-Resolved Velocity Mapping Using Microbubbles. IEEE Trans Ultrason Ferroelectr Freq Control 2017; 64:1478-1486. [PMID: 28767367 DOI: 10.1109/tuffc.2017.2731664] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Standard clinical ultrasound (US) imaging frequencies are unable to resolve microvascular structures due to the fundamental diffraction limit of US waves. Recent demonstrations of 2-D super-resolution both in vitro and in vivo have demonstrated that fine vascular structures can be visualized using acoustic single bubble localization. Visualization of more complex and disordered 3-D vasculature, such as that of a tumor, requires an acquisition strategy which can additionally localize bubbles in the elevational plane with high precision in order to generate super-resolution in all three dimensions. Furthermore, a particular challenge lies in the need to provide this level of visualization with minimal acquisition time. In this paper, we develop a fast, coherent US imaging tool for microbubble localization in 3-D using a pair of US transducers positioned at 90°. This allowed detection of point scatterer signals in 3-D with average precisions equal to [Formula: see text] in axial and elevational planes, and [Formula: see text] in the lateral plane, compared to the diffraction limited point spread function full-widths at half-maximum of 488, 1188, and [Formula: see text] of the original imaging system with a single transducer. Visualization and velocity mapping of 3-D in vitro structures was demonstrated far beyond the diffraction limit. The capability to measure the complete flow pattern of blood vessels associated with disease at depth would ultimately enable analysis of in vivo microvascular morphology, blood flow dynamics, and occlusions resulting from disease states.
Collapse
|
21
|
Lagarto J, Hares JD, Dunsby C, French PMW. Development of Low-Cost Instrumentation for Single Point Autofluorescence Lifetime Measurements. J Fluoresc 2017; 27:1643-1654. [PMID: 28540652 PMCID: PMC5583312 DOI: 10.1007/s10895-017-2101-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 04/04/2017] [Indexed: 01/25/2023]
Abstract
Autofluorescence lifetime measurements, which can provide label-free readouts in biological tissues, contrasting e.g. different types and states of tissue matrix components and different cellular metabolites, may have significant clinical potential for diagnosis and to provide surgical guidance. However, the cost of the instrumentation typically used currently presents a barrier to wider implementation. We describe a low-cost single point time-resolved autofluorescence instrument, exploiting modulated laser diodes for excitation and FPGA-based circuitry for detection, together with a custom constant fraction discriminator. Its temporal accuracy is compared against a "gold-standard" instrument incorporating commercial TCSPC circuitry by resolving the fluorescence decays of reference fluorophores presenting single and double exponential decay profiles. To illustrate the potential to read out intrinsic contrast in tissue, we present preliminary measurements of autofluorescence lifetime measurements of biological tissues ex vivo. We believe that the lower cost of this instrument could enhance the potential of autofluorescence lifetime metrology for clinical deployment and commercial development.
Collapse
Affiliation(s)
- João Lagarto
- Photonics Group, Department of Physics, Imperial College London, London, SW7 2AZ, UK.
| | - Jonathan D Hares
- Kentech Instruments Ltd., Howbery Park, Wallingford, OX10 8BD, UK
| | - Christopher Dunsby
- Photonics Group, Department of Physics, Imperial College London, London, SW7 2AZ, UK
| | - Paul M W French
- Photonics Group, Department of Physics, Imperial College London, London, SW7 2AZ, UK
| |
Collapse
|
22
|
Görlitz F, Kelly DJ, Warren SC, Alibhai D, West L, Kumar S, Alexandrov Y, Munro I, Garcia E, McGinty J, Talbot C, Serwa RA, Thinon E, da Paola V, Murray EJ, Stuhmeier F, Neil MAA, Tate EW, Dunsby C, French PMW. Open Source High Content Analysis Utilizing Automated Fluorescence Lifetime Imaging Microscopy. J Vis Exp 2017:55119. [PMID: 28190060 PMCID: PMC5352269 DOI: 10.3791/55119] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
We present an open source high content analysis instrument utilizing automated fluorescence lifetime imaging (FLIM) for assaying protein interactions using Förster resonance energy transfer (FRET) based readouts of fixed or live cells in multiwell plates. This provides a means to screen for cell signaling processes read out using intramolecular FRET biosensors or intermolecular FRET of protein interactions such as oligomerization or heterodimerization, which can be used to identify binding partners. We describe here the functionality of this automated multiwell plate FLIM instrumentation and present exemplar data from our studies of HIV Gag protein oligomerization and a time course of a FRET biosensor in live cells. A detailed description of the practical implementation is then provided with reference to a list of hardware components and a description of the open source data acquisition software written in µManager. The application of FLIMfit, an open source MATLAB-based client for the OMERO platform, to analyze arrays of multiwell plate FLIM data is also presented. The protocols for imaging fixed and live cells are outlined and a demonstration of an automated multiwell plate FLIM experiment using cells expressing fluorescent protein-based FRET constructs is presented. This is complemented by a walk-through of the data analysis for this specific FLIM FRET data set.
Collapse
Affiliation(s)
- Frederik Görlitz
- Photonics Group, Department of Physics, Imperial College London;
| | - Douglas J Kelly
- Photonics Group, Department of Physics, Imperial College London
| | - Sean C Warren
- Photonics Group, Department of Physics, Imperial College London
| | - Dominic Alibhai
- Institute for Chemical Biology, Department of Chemistry, Imperial College London
| | - Lucien West
- MRC Clinical Sciences Centre, Hammersmith Hospital
| | - Sunil Kumar
- Photonics Group, Department of Physics, Imperial College London
| | | | - Ian Munro
- Photonics Group, Department of Physics, Imperial College London
| | - Edwin Garcia
- Photonics Group, Department of Physics, Imperial College London
| | - James McGinty
- Photonics Group, Department of Physics, Imperial College London
| | - Clifford Talbot
- Photonics Group, Department of Physics, Imperial College London
| | - Remigiusz A Serwa
- Chemical Biology Section, Department of Chemistry, Imperial College London
| | - Emmanuelle Thinon
- Chemical Biology Section, Department of Chemistry, Imperial College London
| | | | | | - Frank Stuhmeier
- Pfizer Global Research and Development, Pfizer Limited, Sandwich, Kent, UK
| | - Mark A A Neil
- Photonics Group, Department of Physics, Imperial College London
| | - Edward W Tate
- Chemical Biology Section, Department of Chemistry, Imperial College London
| | - Christopher Dunsby
- Photonics Group, Department of Physics, Imperial College London; Centre for Histopathology, Imperial College London
| | - Paul M W French
- Photonics Group, Department of Physics, Imperial College London
| |
Collapse
|
23
|
Perdios L, Lowe AR, Saladino G, Bunney TD, Thiyagarajan N, Alexandrov Y, Dunsby C, French PMW, Chin JW, Gervasio FL, Tate EW, Katan M. Conformational transition of FGFR kinase activation revealed by site-specific unnatural amino acid reporter and single molecule FRET. Sci Rep 2017; 7:39841. [PMID: 28045057 PMCID: PMC5206623 DOI: 10.1038/srep39841] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 11/29/2016] [Indexed: 02/06/2023] Open
Abstract
Protein kinases share significant structural similarity; however, structural features alone are insufficient to explain their diverse functions. Thus, bridging the gap between static structure and function requires a more detailed understanding of their dynamic properties. For example, kinase activation may occur via a switch-like mechanism or by shifting a dynamic equilibrium between inactive and active states. Here, we utilize a combination of FRET and molecular dynamics (MD) simulations to probe the activation mechanism of the kinase domain of Fibroblast Growth Factor Receptor (FGFR). Using genetically-encoded, site-specific incorporation of unnatural amino acids in regions essential for activation, followed by specific labeling with fluorescent moieties, we generated a novel class of FRET-based reporter to monitor conformational differences corresponding to states sampled by non phosphorylated/inactive and phosphorylated/active forms of the kinase. Single molecule FRET analysis in vitro, combined with MD simulations, shows that for FGFR kinase, there are populations of inactive and active states separated by a high free energy barrier resulting in switch-like activation. Compared to recent studies, these findings support diversity in features of kinases that impact on their activation mechanisms. The properties of these FRET-based constructs will also allow further studies of kinase dynamics as well as applications in vivo.
Collapse
Affiliation(s)
- Louis Perdios
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
- Department of Chemistry, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Alan R. Lowe
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
- London Centre for Nanotechnology, 17-19 Gower St, London, WC1H 0AH, UK
- Division of Biosciences, Birkbeck College, Malet St, London, WC1E 7HX, UK
| | - Giorgio Saladino
- Institute of Structural and Molecular Biology, Department of Chemistry, University College London, Gower St, London WC1E 6BT, UK
| | - Tom D. Bunney
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
| | - Nethaji Thiyagarajan
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
| | - Yuriy Alexandrov
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Christopher Dunsby
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Paul M. W. French
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Jason W. Chin
- MRC Laboratory of Molecular Biology, Cambridge Biomedical Campus, Francis Crick Avenue, Cambridge CB2 0QH, UK
| | - Francesco Luigi Gervasio
- Institute of Structural and Molecular Biology, Department of Chemistry, University College London, Gower St, London WC1E 6BT, UK
| | - Edward W. Tate
- Department of Chemistry, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Matilda Katan
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
| |
Collapse
|
24
|
Sparks H, Görlitz F, Kelly DJ, Warren SC, Kellett PA, Garcia E, Dymoke-Bradshaw AKL, Hares JD, Neil MAA, Dunsby C, French PMW. Characterisation of new gated optical image intensifiers for fluorescence lifetime imaging. Rev Sci Instrum 2017; 88:013707. [PMID: 28147687 DOI: 10.1063/1.4973917] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We report the characterisation of gated optical image intensifiers for fluorescence lifetime imaging, evaluating the performance of several different prototypes that culminate in a new design that provides improved spatial resolution conferred by the addition of a magnetic field to reduce the lateral spread of photoelectrons on their path between the photocathode and microchannel plate, and higher signal to noise ratio conferred by longer time gates. We also present a methodology to compare these systems and their capabilities, including the quantitative readouts of Förster resonant energy transfer.
Collapse
Affiliation(s)
- H Sparks
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - F Görlitz
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - D J Kelly
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - S C Warren
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - P A Kellett
- Kentech Instruments Ltd., Howbery Park, Wallingford OX10 8BD, United Kingdom
| | - E Garcia
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | | | - J D Hares
- Kentech Instruments Ltd., Howbery Park, Wallingford OX10 8BD, United Kingdom
| | - M A A Neil
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - C Dunsby
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| | - P M W French
- Photonics Group, Department of Physics, Imperial College London, Prince Consort Road, London SW7 2BW, United Kingdom
| |
Collapse
|
25
|
Perdios L, Bunney TD, Warren SC, Dunsby C, French PMW, Tate EW, Katan M. Time-resolved FRET reports FGFR1 dimerization and formation of a complex with its effector PLCγ1. Adv Biol Regul 2016; 60:6-13. [PMID: 26482290 PMCID: PMC4739061 DOI: 10.1016/j.jbior.2015.09.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 09/22/2015] [Indexed: 11/05/2022]
Abstract
In vitro and in vivo imaging of protein tyrosine kinase activity requires minimally invasive, molecularly precise optical probes to provide spatiotemporal mechanistic information of dimerization and complex formation with downstream effectors. We present here a construct with genetically encoded, site-specifically incorporated, bioorthogonal reporter that can be selectively labelled with exogenous fluorogenic probes to monitor the structure and function of fibroblast growth factor receptor (FGFR). GyrB.FGFR1KD.TC contains a coumermycin-induced artificial dimerizer (GyrB), FGFR1 kinase domain (KD) and a tetracysteine (TC) motif that enables fluorescent labelling with biarsenical dyes FlAsH-EDT2 and ReAsH-EDT2. We generated bimolecular system for time-resolved FRET (TR-FRET) studies, which pairs FlAsH-tagged GyrB.FGFR1KD.TC and N-terminal Src homology 2 (nSH2) domain of phospholipase Cγ (PLCγ), a downstream effector of FGFR1, fused to mTurquoise fluorescent protein (mTFP). We demonstrated phosphorylation-dependent TR-FRET readout of complex formation between mTFP.nSH2 and GyrB.FGFR1KD.TC. By further application of TR-FRET, we also demonstrated formation of the GyrB.FGFR1KD.TC homodimer by coumermycin-induced dimerization. Herein, we present a spectroscopic FRET approach to facilitate and propagate studies that would provide structural and functional insights for FGFR and other tyrosine kinases.
Collapse
Affiliation(s)
- Louis Perdios
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK; Department of Chemistry, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Tom D Bunney
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK
| | - Sean C Warren
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Christopher Dunsby
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Paul M W French
- Department of Physics, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Edward W Tate
- Department of Chemistry, Imperial College London, South Kensington Campus, Exhibition Road, London SW7 2AZ, UK
| | - Matilda Katan
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower St, London WC1E 6BT, UK.
| |
Collapse
|
26
|
Dyer BT, Elder JM, Lagarto J, Harding SE, French PMW, Peters NS, Dunsby C, Lyon AR. 165 Label-free autofluorescence lifetime to assess changes in myocardial fibrosis and metabolism in vivoin a doxorubicin cardiomyopathy heart failure model. Heart 2015. [DOI: 10.1136/heartjnl-2015-308066.165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
|
27
|
Gore DM, French P, O'Brart D, Dunsby C, Allan BD. Two-Photon Fluorescence Microscopy of Corneal Riboflavin Absorption Through an Intact Epithelium. Invest Ophthalmol Vis Sci 2015; 56:1191-2. [DOI: 10.1167/iovs.15-16457] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
|
28
|
Christensen-Jeffries K, Browning RJ, Tang MX, Dunsby C, Eckersley RJ. In vivo acoustic super-resolution and super-resolved velocity mapping using microbubbles. IEEE Trans Med Imaging 2015; 34:433-40. [PMID: 25265604 DOI: 10.1109/tmi.2014.2359650] [Citation(s) in RCA: 186] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
The structure of microvasculature cannot be resolved using standard clinical ultrasound (US) imaging frequencies due to the fundamental diffraction limit of US waves. In this work, we use a standard clinical US system to perform in vivo sub-diffraction imaging on a CD1, female mouse aged eight weeks by localizing isolated US signals from microbubbles flowing within the ear microvasculature, and compare our results to optical microscopy. Furthermore, we develop a new technique to map blood velocity at super-resolution by tracking individual bubbles through the vasculature. Resolution is improved from a measured lateral and axial resolution of 112 μm and 94 μ m respectively in original US data, to super-resolved images of microvasculature where vessel features as fine as 19 μm are clearly visualized. Velocity maps clearly distinguish opposing flow direction and separated speed distributions in adjacent vessels, thereby enabling further differentiation between vessels otherwise not spatially separated in the image. This technique overcomes the diffraction limit to provide a noninvasive means of imaging the microvasculature at super-resolution, to depths of many centimeters. In the future, this method could noninvasively image pathological or therapeutic changes in the microvasculature at centimeter depths in vivo.
Collapse
|
29
|
Sparks H, Warren S, Guedes J, Yoshida N, Charn TC, Guerra N, Tatla T, Dunsby C, French P. A flexible wide-field FLIM endoscope utilising blue excitation light for label-free contrast of tissue. J Biophotonics 2015; 8:168-78. [PMID: 24573953 PMCID: PMC4737404 DOI: 10.1002/jbio.201300203] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Revised: 01/20/2014] [Accepted: 02/06/2014] [Indexed: 05/26/2023]
Abstract
Fluorescence lifetime imaging (FLIM) has previously been shown to provide contrast between normal and diseased tissue. Here we present progress towards clinical and preclinical FLIM endoscopy of tissue autofluorescence, demonstrating a flexible wide-field endoscope that utilised a low average power blue picosecond laser diode excitation source and was able to acquire ∼mm-scale spatial maps of autofluorescence lifetimes from fresh ex vivo diseased human larynx biopsies in ∼8 seconds using an average excitation power of ∼0.5 mW at the specimen. To illustrate its potential for FLIM at higher acquisition rates, a higher power mode-locked frequency doubled Ti:Sapphire laser was used to demonstrate FLIM of ex vivo mouse bowel at up to 2.5 Hz using 10 mW of average excitation power at the specimen.
Collapse
Affiliation(s)
- Hugh Sparks
- Photonics Group, Physics Department, Imperial College London, London SW7 2AZ, UK.
| | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Dyer BT, Lagarto J, French P, Peters NS, Dunsby C, Lyon AR. TIME-RESOLVED AUTOFLUORESCENCE SPECTROSCOPY AS LABEL-FREE METHOD TO CHARACTERISE ACUTE CHANGES IN EX VIVO MODELS OF CARDIAC DISEASE. Heart 2014. [DOI: 10.1136/heartjnl-2014-306916.38] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
|
31
|
Robinson T, Valluri P, Kennedy G, Sardini A, Dunsby C, Neil MAA, Baldwin GS, French PMW, de Mello AJ. Analysis of DNA binding and nucleotide flipping kinetics using two-color two-photon fluorescence lifetime imaging microscopy. Anal Chem 2014; 86:10732-40. [PMID: 25303623 DOI: 10.1021/ac502732s] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Uracil DNA glycosylase plays a key role in DNA maintenance via base excision repair. Its role is to bind to DNA, locate unwanted uracil, and remove it using a base flipping mechanism. To date, kinetic analysis of this complex process has been achieved using stopped-flow analysis but, due to limitations in instrumental dead-times, discrimination of the "binding" and "base flipping" steps is compromised. Herein we present a novel approach for analyzing base flipping using a microfluidic mixer and two-color two-photon (2c2p) fluorescence lifetime imaging microscopy (FLIM). We demonstrate that 2c2p FLIM can simultaneously monitor binding and base flipping kinetics within the continuous flow microfluidic mixer, with results showing good agreement with computational fluid dynamics simulations.
Collapse
Affiliation(s)
- Tom Robinson
- Institute of Chemical Biology, Department of Chemistry, Imperial College London , London SW7 2AZ, U.K
| | | | | | | | | | | | | | | | | |
Collapse
|
32
|
Viessmann OM, Eckersley RJ, Christensen-Jeffries K, Tang MX, Dunsby C. Acoustic super-resolution with ultrasound and microbubbles. Phys Med Biol 2013; 58:6447-58. [DOI: 10.1088/0031-9155/58/18/6447] [Citation(s) in RCA: 165] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
|
33
|
Seidenari S, Arginelli F, Dunsby C, French PMW, König K, Magnoni C, Talbot C, Ponti G. Multiphoton laser tomography and fluorescence lifetime imaging of melanoma: morphologic features and quantitative data for sensitive and specific non-invasive diagnostics. PLoS One 2013; 8:e70682. [PMID: 23923016 PMCID: PMC3724798 DOI: 10.1371/journal.pone.0070682] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2013] [Accepted: 06/21/2013] [Indexed: 11/19/2022] Open
Abstract
Multiphoton laser tomography (MPT) combined with fluorescence lifetime imaging (FLIM) is a non-invasive imaging technique, based on the study of fluorescence decay times of naturally occurring fluorescent molecules, enabling a non-invasive investigation of the skin with subcellular resolution. The aim of this retrospective observational ex vivo study, was to characterize melanoma both from a morphologic and a quantitative point of view, attaining an improvement in the diagnostic accuracy with respect to dermoscopy. In the training phase, thirty parameters, comprising both cytological descriptors and architectural aspects, were identified. The training set included 6 melanomas with a mean Breslow thickness±S.D. of 0.89±0.48 mm. In the test phase, these parameters were blindly evaluated on a test data set consisting of 25 melanomas, 50 nevi and 50 basal cell carcinomas. Melanomas in the test phase comprised 8 in situ lesions and had a mean thickness±S.D. of 0.77±1.2 mm. Moreover, quantitative FLIM data were calculated for special areas of interest. Melanoma was characterized by the presence of atypical short lifetime cells and architectural disorder, in contrast to nevi presenting typical cells and a regular histoarchitecture. Sensitivity and specificity values for melanoma diagnosis were 100% and 98%, respectively, whereas dermoscopy achieved the same sensitivity, but a lower specificity (82%). Mean fluorescence lifetime values of melanocytic cells did not vary between melanomas and nevi, but significantly differed from those referring to basal cell carcinoma enabling a differential diagnosis based on quantitative data. Data from prospective preoperative trials are needed to confirm if MPT/FLIM could increase diagnostic specificity and thus reduce unnecessary surgical excisions.
Collapse
Affiliation(s)
- Stefania Seidenari
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Federica Arginelli
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Christopher Dunsby
- Department of Physics, Imperial College London, South Kensington Campus, London, United Kingdom
| | - Paul M. W. French
- Department of Physics, Imperial College London, South Kensington Campus, London, United Kingdom
| | - Karsten König
- Department of Biophotonics and Lasertechnology, Saarland University, Saarbrücken, Germany
- JenLab GmbH, Jena, Germany
| | - Cristina Magnoni
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy
| | - Clifford Talbot
- Department of Physics, Imperial College London, South Kensington Campus, London, United Kingdom
| | - Giovanni Ponti
- Department of Clinical and Diagnostic Medicine and Public Health, University Hospital of Modena and Reggio Emilia, Modena, Italy
| |
Collapse
|
34
|
Manning HB, Nickdel MB, Yamamoto K, Lagarto JL, Kelly DJ, Talbot CB, Kennedy G, Dudhia J, Lever J, Dunsby C, French P, Itoh Y. Detection of cartilage matrix degradation by autofluorescence lifetime. Matrix Biol 2013; 32:32-8. [DOI: 10.1016/j.matbio.2012.11.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2012] [Revised: 09/18/2012] [Accepted: 11/29/2012] [Indexed: 12/01/2022]
|
35
|
Arginelli F, Manfredini M, Bassoli S, Dunsby C, French P, König K, Magnoni C, Ponti G, Talbot C, Seidenari S. High resolution diagnosis of common nevi by multiphoton laser tomography and fluorescence lifetime imaging. Skin Res Technol 2012; 19:194-204. [DOI: 10.1111/srt.12035] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2012] [Indexed: 11/30/2022]
Affiliation(s)
- Federica Arginelli
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Marco Manfredini
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Sara Bassoli
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Christopher Dunsby
- Department of Physics; South Kensington Campus; Imperial College London London UK
| | - Paul French
- Department of Physics; South Kensington Campus; Imperial College London London UK
| | - Karsten König
- Department of Biophotonics and Lasertechnology; Saarland University; Saarbrücken Germany
- JenLab GmbH; Jena Germany
| | - Cristina Magnoni
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| | - Giovanni Ponti
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
- Department of Clinical and Diagnostic Medicine and Public Health; University Hospital of Modena and Reggio Emilia; Italy
| | - Clifford Talbot
- Department of Physics; South Kensington Campus; Imperial College London London UK
| | - Stefania Seidenari
- Department of Dermatology; University of Modena and Reggio Emilia; Modena Italy
| |
Collapse
|
36
|
Martins M, Warren S, Kimberley C, Margineanu A, Peschard P, McCarthy A, Yeo M, Marshall CJ, Dunsby C, French PMW, Katan M. Activity of PLCε contributes to chemotaxis of fibroblasts towards PDGF. J Cell Sci 2012; 125:5758-69. [PMID: 22992460 DOI: 10.1242/jcs.110007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Cell chemotaxis, such as migration of fibroblasts towards growth factors during development and wound healing, requires precise spatial coordination of signalling events. Phosphoinositides and signalling enzymes involved in their generation and hydrolysis have been implicated in regulation of chemotaxis; however, the role and importance of specific components remain poorly understood. Here, we demonstrate that phospholipase C epsilon (PLCε) contributes to fibroblast chemotaxis towards platelet-derived growth factor (PDGF-BB). Using PLCe1 null fibroblasts we show that cells deficient in PLCε have greatly reduced directionality towards PDGF-BB without detrimental effect on their basal ability to migrate. Furthermore, we show that in intact fibroblasts, signalling events, such as activation of Rac, are spatially compromised by the absence of PLCε that affects the ability of cells to enlarge their protrusions in the direction of the chemoattractant. By further application of live cell imaging and the use of FRET-based biosensors, we show that generation of Ins(1,4,5)P(3) and recruitment of PLCε are most pronounced in protrusions responding to the PDGF-BB gradient. Furthermore, the phospholipase C activity of PLCε is critical for its role in chemotaxis, consistent with the importance of Ins(1,4,5)P(3) generation and sustained calcium responses in this process. As PLCε has extensive signalling connectivity, using transgenic fibroblasts we ruled out its activation by direct binding to Ras or Rap GTPases, and suggest instead new unexpected links for PLCε in the context of chemotaxis.
Collapse
Affiliation(s)
- Marta Martins
- Institute of Structural and Molecular Biology, Division of Biosciences, University College London, Gower Street, London WC1E 6BT, UK
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
37
|
Manfredini M, Arginelli F, Dunsby C, French P, Talbot C, König K, Pellacani G, Ponti G, Seidenari S. High-resolution imaging of basal cell carcinoma: a comparison between multiphoton microscopy with fluorescence lifetime imaging and reflectance confocal microscopy. Skin Res Technol 2012; 19:e433-43. [PMID: 22970856 DOI: 10.1111/j.1600-0846.2012.00661.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/04/2012] [Indexed: 11/28/2022]
Abstract
AIMS The aim of this study was to compare morphological aspects of basal cell carcinoma (BCC) as assessed by two different imaging methods: in vivo reflectance confocal microscopy (RCM) and multiphoton tomography with fluorescence lifetime imaging implementation (MPT-FLIM). METHODS The study comprised 16 BCCs for which a complete set of RCM and MPT-FLIM images were available. The presence of seven MPT-FLIM descriptors was evaluated. The presence of seven RCM equivalent parameters was scored in accordance to their extension. Chi-squared test with Fisher's exact test and Spearman's rank correlation coefficient were determined between MPT-FLIM scores and adjusted-RCM scores. RESULTS MPT-FLIM and RCM descriptors of BCC were coupled to match the descriptors that define the same pathological structures. The comparison included: Streaming and Aligned elongated cells, Streaming with multiple directions and Double alignment, Palisading (RCM) and Palisading (MPT-FLIM), Typical tumor islands, and Cell islands surrounded by fibers, Dark silhouettes and Phantom islands, Plump bright cells and Melanophages, Vessels (RCM), and Vessels (MPT-FLIM). The parameters that were significantly correlated were Melanophages/Plump Bright Cells, Aligned elongated cells/Streaming, Double alignment/Streaming with multiple directions, and Palisading (MPT-FLIM)/Palisading (RCM). CONCLUSION According to our data, both methods are suitable to image BCC's features. The concordance between MPT-FLIM and RCM is high, with some limitations due to the technical differences between the two devices. The hardest difficulty when comparing the images generated by the two imaging modalities is represented by their different field of view.
Collapse
Affiliation(s)
- Marco Manfredini
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
38
|
Cheng Y, Li R, Li S, Dunsby C, Eckersley RJ, Elson DS, Tang MX. Shear wave elasticity imaging based on acoustic radiation force and optical detection. Ultrasound Med Biol 2012; 38:1637-45. [PMID: 22749816 DOI: 10.1016/j.ultrasmedbio.2012.04.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 04/24/2012] [Accepted: 04/25/2012] [Indexed: 05/20/2023]
Abstract
Tissue elasticity is closely related to the velocity of shear waves within biologic tissue. Shear waves can be generated by an acoustic radiation force and tracked by, e.g., ultrasound or magnetic resonance imaging (MRI) measurements. This has been shown to be able to noninvasively map tissue elasticity in depth and has great potential in a wide range of clinical applications including cancer and cardiovascular diseases. In this study, a highly sensitive optical measurement technique is proposed as an alternative way to track shear waves generated by the acoustic radiation force. A charge coupled device (CCD) camera was used to capture diffuse photons from tissue mimicking phantoms illuminated by a laser source at 532 nm. CCD images were recorded at different delays after the transmission of an ultrasound burst and were processed to obtain the time of flight for the shear wave. A differential measurement scheme involving generation of shear waves at two different positions was used to improve the accuracy and spatial resolution of the system. The results from measurements on both homogeneous and heterogeneous phantoms were compared with measurements from other instruments and demonstrate the feasibility and accuracy of the technique for imaging and quantifying elasticity. The relative error in estimation of shear wave velocity can be as low as 3.3% with a spatial resolution of 2 mm, and increases to 8.8% with a spatial resolution of 1 mm for the medium stiffness phantom. The system is shown to be highly sensitive and is able to track shear waves propagating over several centimetres given the ultrasound excitation amplitude and the phantom material used in this study. It was also found that the reflection of shear waves from boundaries between regions with different elastic properties can cause significant bias in the estimation of elasticity, which also applies to other shear wave tracking techniques. This bias can be reduced at the expense of reduced spatial resolution.
Collapse
Affiliation(s)
- Yi Cheng
- Department of Bioengineering, Imperial College London, London, United Kingdom
| | | | | | | | | | | | | |
Collapse
|
39
|
Seidenari S, Arginelli F, Dunsby C, French P, König K, Magnoni C, Manfredini M, Talbot C, Ponti G. Multiphoton laser tomography and fluorescence lifetime imaging of basal cell carcinoma: morphologic features for non-invasive diagnostics. Exp Dermatol 2012; 21:831-6. [PMID: 22882324 DOI: 10.1111/j.1600-0625.2012.01554.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2012] [Indexed: 11/28/2022]
Abstract
Multiphoton laser tomography (MPT) combined with fluorescence lifetime imaging (FLIM) is a non-invasive imaging technique, which gives access to the cellular and extracellular morphology of the skin. The aim of our study was to assess the sensitivity and specificity of MPT/FLIM descriptors for basal cell carcinoma (BCC), to improve BCC diagnosis and the identification of tumor margins. In the preliminary study, FLIM images referring to 35 BCCs and 35 healthy skin samples were evaluated for the identification of morphologic descriptors characteristic of BCC. In the main study, the selected parameters were blindly evaluated on a test set comprising 63 BCCs, 63 healthy skin samples and 66 skin lesions. Moreover, FLIM values inside a region of interest were calculated on 98 healthy skin and 98 BCC samples. In the preliminary study, three epidermal descriptors and 7 BCC descriptors were identified. The specificity of the diagnostic criteria versus 'other lesions' was extremely high, indicating that the presence of at least one BCC descriptor makes the diagnosis of 'other lesion' extremely unlikely. FLIM values referring to BCC cells significantly differed from those of healthy skin. In this study, we identified morphological and numerical descriptors enabling the differentiation of BCC from other skin disorders and its distinction from healthy skin in ex vivo samples. In future, MPT/FLIM may be applied to skin lesions to provide direct clinical guidance before biopsy and histological examination and for the identification of tumor margins allowing a complete surgical removal.
Collapse
Affiliation(s)
- Stefania Seidenari
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Brown ACN, Oddos S, Dobbie IM, Alakoskela JM, Parton RM, Eissmann P, Neil MAA, Dunsby C, French PMW, Davis I, Davis DM. Remodelling of cortical actin where lytic granules dock at natural killer cell immune synapses revealed by super-resolution microscopy. PLoS Biol 2011; 9:e1001152. [PMID: 21931537 PMCID: PMC3172219 DOI: 10.1371/journal.pbio.1001152] [Citation(s) in RCA: 174] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2011] [Accepted: 08/03/2011] [Indexed: 12/21/2022] Open
Abstract
Natural Killer (NK) cells are innate immune cells that secrete lytic granules to directly kill virus-infected or transformed cells across an immune synapse. However, a major gap in understanding this process is in establishing how lytic granules pass through the mesh of cortical actin known to underlie the NK cell membrane. Research has been hampered by the resolution of conventional light microscopy, which is too low to resolve cortical actin during lytic granule secretion. Here we use two high-resolution imaging techniques to probe the synaptic organisation of NK cell receptors and filamentous (F)-actin. A combination of optical tweezers and live cell confocal microscopy reveals that microclusters of NKG2D assemble into a ring-shaped structure at the centre of intercellular synapses, where Vav1 and Grb2 also accumulate. Within this ring-shaped organisation of NK cell proteins, lytic granules accumulate for secretion. Using 3D-structured illumination microscopy (3D-SIM) to gain super-resolution of ~100 nm, cortical actin was detected in a central region of the NK cell synapse irrespective of whether activating or inhibitory signals dominate. Strikingly, the periodicity of the cortical actin mesh increased in specific domains at the synapse when the NK cell was activated. Two-colour super-resolution imaging revealed that lytic granules docked precisely in these domains which were also proximal to where the microtubule-organising centre (MTOC) polarised. Together, these data demonstrate that remodelling of the cortical actin mesh occurs at the central region of the cytolytic NK cell immune synapse. This is likely to occur for other types of cell secretion and also emphasises the importance of emerging super-resolution imaging technology for revealing new biology.
Collapse
Affiliation(s)
- Alice C. N. Brown
- Division of Cell and Molecular Biology, Imperial College London, London, United Kingdom
| | - Stephane Oddos
- Division of Cell and Molecular Biology, Imperial College London, London, United Kingdom
| | - Ian M. Dobbie
- Department of Biochemistry, University of Oxford, Oxford, United Kingdom
| | - Juha-Matti Alakoskela
- Division of Cell and Molecular Biology, Imperial College London, London, United Kingdom
| | - Richard M. Parton
- Department of Biochemistry, University of Oxford, Oxford, United Kingdom
| | - Philipp Eissmann
- Division of Cell and Molecular Biology, Imperial College London, London, United Kingdom
| | - Mark A. A. Neil
- Department of Physics, Imperial College London, London, United Kingdom
| | | | - Paul M. W. French
- Department of Physics, Imperial College London, London, United Kingdom
| | - Ilan Davis
- Department of Biochemistry, University of Oxford, Oxford, United Kingdom
| | - Daniel M. Davis
- Division of Cell and Molecular Biology, Imperial College London, London, United Kingdom
- * E-mail:
| |
Collapse
|
41
|
Elson DS, Li R, Dunsby C, Eckersley R, Tang MX. Ultrasound-mediated optical tomography: a review of current methods. Interface Focus 2011; 1:632-48. [PMID: 22866234 PMCID: PMC3262265 DOI: 10.1098/rsfs.2011.0021] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Accepted: 05/10/2011] [Indexed: 11/12/2022] Open
Abstract
Ultrasound-mediated optical tomography (UOT) is a hybrid technique that is able to combine the high penetration depth and high spatial resolution of ultrasound imaging to overcome the limits imposed by optical scattering for deep tissue optical sensing and imaging. It has been proposed as a method to detect blood concentrations, oxygenation and metabolism at depth in tissue for the detection of vascularized tumours or the presence of absorbing or scattering contrast agents. In this paper, the basic principles of the method are outlined and methods for simulating the UOT signal are described. The main detection methods are then summarized with a discussion of the advantages and disadvantages of each. The recent focus on increasing the weak UOT signal through the use of the acoustic radiation force is explained, together with a summary of our results showing sensitivity to the mechanical shear stiffness and optical absorption properties of tissue-mimicking phantoms.
Collapse
Affiliation(s)
- Daniel S. Elson
- Department of Surgery and Cancer, Hamlyn Centre for Robotic Surgery, Imperial College London, Exhibition Road, London SW7 2AZ, UK
| | - Rui Li
- Department of Bioengineering, Imperial College London, Exhibition Road, London SW7 2AZ, UK
| | - Christopher Dunsby
- Department of Physics, Imperial College London, Exhibition Road, London SW7 2AZ, UK
| | - Robert Eckersley
- Imaging Sciences Department, Imperial College London, Du Cane Road, London W12 0HS, UK
| | - Meng-Xing Tang
- Department of Bioengineering, Imperial College London, Exhibition Road, London SW7 2AZ, UK
| |
Collapse
|
42
|
Benati E, Bellini V, Borsari S, Dunsby C, Ferrari C, French P, Guanti M, Guardoli D, Koenig K, Pellacani G, Ponti G, Schianchi S, Talbot C, Seidenari S. Quantitative evaluation of healthy epidermis by means of multiphoton microscopy and fluorescence lifetime imaging microscopy. Skin Res Technol 2011; 17:295-303. [PMID: 21518012 DOI: 10.1111/j.1600-0846.2011.00496.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND/PURPOSE Multiphoton microscopy (MPM) enables the assessment of unstained living biological tissue with submicron resolution, whereas fluorescence lifetime imaging microscopy (FLIM) generates image contrast between different states of tissue characterized by various fluorescence decay rates. The aim of this study was to compare the healthy skin of young individuals with that of older subjects, as well as to assess the skin at different body sites, by means of MPM and FLIM. METHODS Nineteen elderly patients were examined on the outer side of the forearm, whereas 30 young individuals were assessed on the dorsal and volar sides of the forearm and on the thigh. RESULTS Cell and nucleus diameters, cell density and FLIM vary according to the epidermal cell depth and the skin site. In elderly subjects, epidermal cells show morphologic alterations in shape and size, with smaller cell and nucleus diameters; the number of basal cells is decreased, whereas the mean fluorescence lifetimes at both the upper and the lower layers increase. CONCLUSION This study provides quantitative and qualitative data on normal epidermis at different skin sites at different ages and represents a reference for the clinician attempting to understand the effectiveness of MPM and FLIM in discriminating diseased states of the skin from normal ones.
Collapse
Affiliation(s)
- Elisa Benati
- Department of Dermatology, University of Modena and Reggio Emilia, Modena, Italy.
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Margineanu A, Laine R, Kumar S, Talbot C, Warren S, Kimberley C, McGinty J, Kennedy G, Sardini A, Dunsby C, Neil MA, Katan M, French PM. Multiplexed Time Lapse Fluorescence Lifetime Readouts in an Optically Sectioning Time-Gated Imaging Microscope. Biophys J 2011. [DOI: 10.1016/j.bpj.2010.12.1221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
|
44
|
Grippon S, Zhao Q, Robinson T, Marshall JJT, O'Neill RJ, Manning H, Kennedy G, Dunsby C, Neil M, Halford SE, French PMW, Baldwin GS. Differential modes of DNA binding by mismatch uracil DNA glycosylase from Escherichia coli: implications for abasic lesion processing and enzyme communication in the base excision repair pathway. Nucleic Acids Res 2010; 39:2593-603. [PMID: 21112870 PMCID: PMC3074160 DOI: 10.1093/nar/gkq913] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Mismatch uracil DNA glycosylase (Mug) from Escherichia coli is an initiating enzyme in the base-excision repair pathway. As with other DNA glycosylases, the abasic product is potentially more harmful than the initial lesion. Since Mug is known to bind its product tightly, inhibiting enzyme turnover, understanding how Mug binds DNA is of significance when considering how Mug interacts with downstream enzymes in the base-excision repair pathway. We have demonstrated differential binding modes of Mug between its substrate and abasic DNA product using both band shift and fluorescence anisotropy assays. Mug binds its product cooperatively, and a stoichiometric analysis of DNA binding, catalytic activity and salt-dependence indicates that dimer formation is of functional significance in both catalytic activity and product binding. This is the first report of cooperativity in the uracil DNA glycosylase superfamily of enzymes, and forms the basis of product inhibition in Mug. It therefore provides a new perspective on abasic site protection and the findings are discussed in the context of downstream lesion processing and enzyme communication in the base excision repair pathway.
Collapse
Affiliation(s)
- Seden Grippon
- Division of Molecular Biosciences, Sir Alexander Fleming Building, Chemical Biology Centre, Imperial College London, South Kensington, London, SW7 2AZ, UK
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Ushakov DS, Caorsi V, Ibanez-Garcia D, Manning HB, Konitsiotis AD, West TG, Dunsby C, French PM, Ferenczi MA. Response of rigor cross-bridges to stretch detected by fluorescence lifetime imaging microscopy of myosin essential light chain in skeletal muscle fibers. J Biol Chem 2010; 286:842-50. [PMID: 21056977 DOI: 10.1074/jbc.m110.149526] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
We applied fluorescence lifetime imaging microscopy to map the microenvironment of the myosin essential light chain (ELC) in permeabilized skeletal muscle fibers. Four ELC mutants containing a single cysteine residue at different positions in the C-terminal half of the protein (ELC-127, ELC-142, ELC-160, and ELC-180) were generated by site-directed mutagenesis, labeled with 7-diethylamino-3-((((2-iodoacetamido)ethyl)amino)carbonyl)coumarin, and introduced into permeabilized rabbit psoas fibers. Binding to the myosin heavy chain was associated with a large conformational change in the ELC. When the fibers were moved from relaxation to rigor, the fluorescence lifetime increased for all label positions. However, when 1% stretch was applied to the rigor fibers, the lifetime decreased for ELC-127 and ELC-180 but did not change for ELC-142 and ELC-160. The differential change of fluorescence lifetime demonstrates the shift in position of the C-terminal domain of ELC with respect to the heavy chain and reveals specific locations in the lever arm region sensitive to the mechanical strain propagating from the actin-binding site to the lever arm.
Collapse
Affiliation(s)
- Dmitry S Ushakov
- National Heart and Lung Institute, Imperial College London, London SW7 2AZ, United Kingdom.
| | | | | | | | | | | | | | | | | |
Collapse
|
46
|
Robinson T, Schaerli Y, Wootton R, Hollfelder F, Dunsby C, Baldwin G, Neil M, French P, deMello A. Removal of background signals from fluorescence thermometry measurements in PDMS microchannels using fluorescence lifetime imaging. Lab Chip 2009; 9:3437-3441. [PMID: 19904413 DOI: 10.1039/b913293g] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We report a method for removing unwanted contributions to fluorescence signals from dyes absorbed in polydimethylsiloxane (PDMS) using fluorescence lifetime imaging microscopy (FLIM). By analysing experimental fluorescence decays using a bi-exponential decay model, we are able to discriminate between emission originating from dye molecules in free solution and those absorbed within the PDMS substrate. Simple image processing allows the unwanted background signal to be removed and thus enables a more accurate assessment of temperature. The efficacy of the approach is demonstrated by measuring temperature changes within a droplet-based PCR device.
Collapse
Affiliation(s)
- Tom Robinson
- Chemical Biology Centre, Imperial College London, Exhibition Road, London, SW7 2AZ, UK
| | | | | | | | | | | | | | | | | |
Collapse
|
47
|
Abstract
Recently there have been significant advances in developing hybrid techniques combining electromagnetic waves with ultrasound for biomedical imaging, namely photoacoustic, thermoacoustic, and acousto-optic (or ultrasound modulated optical) tomography. All three techniques take advantage of tissue contrast offered by electromagnetic (EM) waves, while achieving good spatial resolution in deeper tissue facilitated by ultrasound. In this review the principles of the three techniques are introduced. A description of existing experimental and image reconstruction techniques is provided. Some recent key developments are highlighted and current issues in each of the areas are discussed.
Collapse
Affiliation(s)
- M-X Tang
- Department of Bioengineering, Imperial College London, London, UK
| | - D S Elson
- Institute of Biomedical Engineering, Imperial College London, London, UK
| | - R Li
- Department of Bioengineering, Imperial College London, London, UK
| | - C Dunsby
- Department of Physics, Imperial College London, London, UK
| | - R J Eckersley
- Imaging Sciences Department, Imperial College London, London, UK
| |
Collapse
|
48
|
Schaerli Y, Wootton RC, Robinson T, Stein V, Dunsby C, Neil MAA, French PMW, Demello AJ, Abell C, Hollfelder F. Continuous-flow polymerase chain reaction of single-copy DNA in microfluidic microdroplets. Anal Chem 2009; 81:302-6. [PMID: 19055421 DOI: 10.1021/ac802038c] [Citation(s) in RCA: 214] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We present a high throughput microfluidic device for continuous-flow polymerase chain reaction (PCR) in water-in-oil droplets of nanoliter volumes. The circular design of this device allows droplets to pass through alternating temperature zones and complete 34 cycles of PCR in only 17 min, avoiding temperature cycling of the entire device. The temperatures for the applied two-temperature PCR protocol can be adjusted according to requirements of template and primers. These temperatures were determined with fluorescence lifetime imaging (FLIM) inside the droplets, exploiting the temperature-dependent fluorescence lifetime of rhodamine B. The successful amplification of an 85 base-pair long template from four different start concentrations was demonstrated. Analysis of the product by gel-electrophoresis, sequencing, and real-time PCR showed that the amplification is specific and the amplification factors of up to 5 x 10(6)-fold are comparable to amplification factors obtained in a benchtop PCR machine. The high efficiency allows amplification from a single molecule of DNA per droplet. This device holds promise for convenient integration with other microfluidic devices and adds a critical missing component to the laboratory-on-a-chip toolkit.
Collapse
Affiliation(s)
- Yolanda Schaerli
- Department of Biochemistry and Department of Chemistry, University of Cambridge, Cambridge, UK
| | | | | | | | | | | | | | | | | | | |
Collapse
|
49
|
Abstract
This paper describes a new optically sectioning microscopy technique based on oblique selective plane illumination combined with oblique imaging. This method differs from previous selective plane illumination techniques as the same high numerical aperture lens is used to both illuminate and image the specimen. Initial results obtained using fluorescent pollen grains are presented, together with a measurement of the resolution of the system and an analysis of the potential performance of future systems. Since only the plane of the specimen that is being imaged is illuminated, this technique is particularly suited to time-lapse 3-D imaging of sensitive biological systems where photobleaching and phototoxicity must be kept to a minimum, and it could also be applied to image microfluidic technology for lab-on-a-chip, cytometry and other applications.
Collapse
Affiliation(s)
- C Dunsby
- Photonics Group, Department of Physics, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK.
| |
Collapse
|
50
|
McGinty J, Tahir KB, Laine R, Talbot CB, Dunsby C, Neil MAA, Quintana L, Swoger J, Sharpe J, French PMW. Fluorescence lifetime optical projection tomography. J Biophotonics 2008; 1:390-394. [PMID: 19343662 DOI: 10.1002/jbio.200810044] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
We describe a quantitative fluorescence projection tomography technique which measures the 3-D fluorescence lifetime distribution in optically cleared specimens up 1 cm in diameter. This is achieved by acquiring a series of wide-field time-gated images at different relative time delays with respect to a train of excitation pulses, at a number of projection angles. For each time delay, the 3-D time-gated intensity distribution is reconstructed using a filtered back projection algorithm and the fluorescence lifetime subsequently determined for each reconstructed horizontal plane by iterative fitting to a mono-exponential decay. Due to its inherently ratiometric nature, fluorescence lifetime is robust against intensity based artefacts as well as producing a quantitative measure of the fluorescence signal. We present a 3-D fluorescence lifetime reconstruction of a mouse embryo labelled with an alexa-488 conjugated antibody targeted to the neurofilament, which clearly differentiates between the extrinsic label and the autofluorescence, particularly from the heart and dorsal aorta.
Collapse
Affiliation(s)
- James McGinty
- Department of Physics, Imperial College London, Prince Consort Road, South Kensington, London, SW7 2BW, UK.
| | | | | | | | | | | | | | | | | | | |
Collapse
|