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Bowman AJ, Kasevich MA. Resonant Electro-Optic Imaging for Microscopy at Nanosecond Resolution. ACS NANO 2021; 15:16043-16054. [PMID: 34546704 DOI: 10.1021/acsnano.1c04470] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
We demonstrate an electro-optic wide-field method to enable fluorescence lifetime microscopy (FLIM) with high throughput and single-molecule sensitivity. Resonantly driven Pockels cells are used to efficiently gate images at 39 MHz, allowing fluorescence lifetime to be captured on standard camera sensors. Lifetime imaging of single molecules is enabled in wide field with exposure times of less than 100 ms. This capability allows combination of wide-field FLIM with single-molecule super-resolution localization microscopy. Fast single-molecule dynamics such as FRET and molecular binding events are captured from wide-field images without prior spatial knowledge. A lifetime sensitivity of 1.9 times the photon shot-noise limit is achieved, and high throughput is shown by acquiring wide-field FLIM images with millisecond exposure and >108 photons per frame. Resonant electro-optic FLIM allows lifetime contrast in any wide-field microscopy method.
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Affiliation(s)
- Adam J Bowman
- Physics Department, Stanford University, 382 Via Pueblo Mall, Stanford, California 94305, United States
| | - Mark A Kasevich
- Physics Department, Stanford University, 382 Via Pueblo Mall, Stanford, California 94305, United States
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2
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Zhai YY, Liu Q, Cai WP, Cao SH, Zhang LX, Li YQ. Metallic Nanofilm Enhanced Fluorescence Cell Imaging: A Study of Distance-Dependent Intensity and Lifetime by Optical Sectioning Microscopy. J Phys Chem B 2020; 124:2760-2768. [DOI: 10.1021/acs.jpcb.9b11390] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Yan-Yun Zhai
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Qian Liu
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Wei-Peng Cai
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Shuo-Hui Cao
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Li-Xiang Zhang
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Yao-Qun Li
- Department of Chemistry and the MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
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Figueiras E, Silvestre OF, Ihalainen TO, Nieder JB. Phasor-assisted nanoscopy reveals differences in the spatial organization of major nuclear lamina proteins. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2019; 1866:118530. [PMID: 31415840 DOI: 10.1016/j.bbamcr.2019.118530] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 07/18/2019] [Accepted: 08/05/2019] [Indexed: 11/15/2022]
Abstract
Phasor-assisted Metal Induced Energy Transfer-Fluorescence Lifetime Imaging Microscopy (MIET-FLIM) nanoscopy is introduced as a powerful tool for functional cell biology research. Thin metal substrates can be used to obtain axial super-resolution via nanoscale distance-dependent MIET from fluorescent dyes towards a nearby metal layer, thereby creating fluorescence lifetime contrast between dyes located at different nanoscale distance from the metal. Such data can be used to achieve axially super-resolved microscopy images, a process known as MIET-FLIM nanoscopy. Suitability of the phasor approach in MIET-FLIM nanoscopy is first demonstrated using nanopatterned substrates, and furthermore applied to characterize the distance distribution of the epithelial basal membrane of a biological cell from the gold substrate. The phasor plot of an entire cell can be used to characterize the full Förster resonance energy transfer (FRET) trajectory as a large distance heterogeneity within the sensing range of about 100 nm from the metal surface is present due to the extended shape of cell with curvatures. In contrast, the different proteins of nuclear lamina show strong confinement close to the nuclear envelope in nanoscale. We find the lamin B layer resides in average at shorter distances from the gold surface compared to the lamin A/C layer located in more extended ranges. This and the observed heterogeneity of the protein layer thicknesses suggests that A- and B-type lamins form distinct networks in the nuclear lamina. Our results provide detailed insights for the study of the different roles of lamin proteins in chromatin tethering and nuclear mechanics.
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Affiliation(s)
- Edite Figueiras
- Department of Nanophotonics, Ultrafast Bio- and Nanophotonics Group, INL - International Iberian Nanotechnology Laboratory, Av. Mestre José Veiga s/n, 4715-330 Braga, Portugal
| | - Oscar F Silvestre
- Department of Nanophotonics, Ultrafast Bio- and Nanophotonics Group, INL - International Iberian Nanotechnology Laboratory, Av. Mestre José Veiga s/n, 4715-330 Braga, Portugal
| | - Teemu O Ihalainen
- Faculty of Medicine and Health Technology, BioMediTech, Tampere University, 33014 Tampere, Finland
| | - Jana B Nieder
- Department of Nanophotonics, Ultrafast Bio- and Nanophotonics Group, INL - International Iberian Nanotechnology Laboratory, Av. Mestre José Veiga s/n, 4715-330 Braga, Portugal.
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Shcheslavskiy VI, Shirmanova MV, Jelzow A, Becker W. Multiparametric Time-Correlated Single Photon Counting Luminescence Microscopy. BIOCHEMISTRY (MOSCOW) 2019; 84:S51-S68. [PMID: 31213195 DOI: 10.1134/s0006297919140049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Classic time-correlated single photon counting (TCSPC) technique involves detection of single photons of a periodic optical signal, registration of the photon arrival time in respect to the reference pulse, and construction of photon distribution with regard to the detection times. This technique achieves extremely high time resolution and near-ideal detection efficiency. Modern TCSPC is multi-dimensional, i.e., in addition to the photon arrival time relative to the excitation pulse, spatial coordinates within the image area, wavelength, time from the start of the experiment, and many other parameters are determined for each photon. Hence, the multi-dimensional TCSPC allows generation of photon distributions over these parameters. This review describes both classic and multi-dimensional types of TCSPC microscopy and their application for fluorescence lifetime imaging in different areas of biological studies.
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Affiliation(s)
- V I Shcheslavskiy
- Becker&Hickl GmbH, Berlin, 12277, Germany. .,Privolzhskiy Medical Research University, Nizhny Novgorod, 603005, Russia
| | - M V Shirmanova
- Privolzhskiy Medical Research University, Nizhny Novgorod, 603005, Russia
| | - A Jelzow
- Becker&Hickl GmbH, Berlin, 12277, Germany
| | - W Becker
- Becker&Hickl GmbH, Berlin, 12277, Germany
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Yang M, Moroz P, Jin Z, Budkina DS, Sundrani N, Porotnikov D, Cassidy J, Sugiyama Y, Tarnovsky AN, Mattoussi H, Zamkov M. Delayed Photoluminescence in Metal-Conjugated Fluorophores. J Am Chem Soc 2019; 141:11286-11297. [DOI: 10.1021/jacs.9b04697] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | - Zhicheng Jin
- Department of Chemistry, Biochemistry, Florida State University, Tallahassee, Florida 32303, United States
| | | | | | | | | | - Yuya Sugiyama
- Asahi-Kasei Corporation, Healthcare R&D Center, 2-1 Samejima, Fuji City, Shizuoka 416-8501 Japan
| | | | - Hedi Mattoussi
- Department of Chemistry, Biochemistry, Florida State University, Tallahassee, Florida 32303, United States
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Spectral variation of fluorescence lifetime near single metal nanoparticles. Sci Rep 2016; 6:21349. [PMID: 26876780 PMCID: PMC4753420 DOI: 10.1038/srep21349] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 01/05/2016] [Indexed: 11/17/2022] Open
Abstract
We explore the spectral dependence of fluorescence enhancement and the associated lifetime modification of fluorescent molecules coupled to single metal nanoparticles. Fluorescence lifetime imaging microscopy and single-particle dark-field spectroscopy are combined to correlate the dependence of fluorescence lifetime reduction on the spectral overlap between the fluorescence emission and the localised surface plasmon (LSP) spectra of individual gold nanoparticles. A maximum lifetime reduction is observed when the fluorescence and LSP resonances coincide, with good agreement provided by numerical simulations. The explicit comparison between experiment and simulation, that we obtain, offers an insight into the spectral engineering of LSP mediated fluorescence and may lead to optimized application in sensing and biomedicine.
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Burke BP, Seemann J, Archibald SJ. Advanced Chelator Design for Metal Complexes in Imaging Applications. ADVANCES IN INORGANIC CHEMISTRY 2016. [DOI: 10.1016/bs.adioch.2015.11.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Cade NI, Fruhwirth GO, Krasavin AV, Ng T, Richards D. Fluorescence axial nanotomography with plasmonics. Faraday Discuss 2015; 178:371-81. [PMID: 25712026 DOI: 10.1039/c4fd00198b] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present a novel imaging technique with super-resolution axial sensitivity, exploiting the changes in fluorescence lifetime above a plasmonic substrate. Using conventional confocal fluorescence lifetime imaging, we show that it is possible to deliver down to 6 nm axial position sensitivity of fluorophores in whole biological cell imaging. We employ this technique to map the topography of the cellular membrane, and demonstrate its application in an investigation of receptor-mediated endocytosis in carcinoma cells.
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Affiliation(s)
- Nicholas I Cade
- Department of Physics, King's College London, Strand, London WC2R 2LS, UK.
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Fruhwirth GO, Diocou S, Blower PJ, Ng T, Mullen G. A whole-body dual-modality radionuclide optical strategy for preclinical imaging of metastasis and heterogeneous treatment response in different microenvironments. J Nucl Med 2014; 55:686-94. [PMID: 24604910 PMCID: PMC6205625 DOI: 10.2967/jnumed.113.127480] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
UNLABELLED Imaging spontaneous cancer cell metastasis or heterogeneous tumor responses to drug treatment in vivo is difficult to achieve. The goal was to develop a new highly sensitive and reliable preclinical longitudinal in vivo imaging model for this purpose, thereby facilitating discovery and validation of anticancer therapies or molecular imaging agents. METHODS The strategy is based on breast cancer cells stably expressing the human sodium iodide symporter (NIS) fused to a red fluorescent protein, thereby permitting radionuclide and fluorescence imaging. Using whole-body nano-SPECT/CT with (99m)TcO4(-), we followed primary tumor growth and spontaneous metastasis in the presence or absence of etoposide treatment. NIS imaging was used to classify organs as small as individual lymph nodes (LNs) to be positive or negative for metastasis, and results were confirmed by confocal fluorescence microscopy. Etoposide treatment efficacy was proven by ex vivo anticaspase 3 staining and fluorescence microscopy. RESULTS In this preclinical model, we found that the NIS imaging strategy outperformed state-of-the-art (18)F-FDG imaging in its ability to detect small tumors (18.5-fold-better tumor-to-blood ratio) and metastases (LN, 3.6-fold) because of improved contrast in organs close to metastatic sites (12- and 8.5-fold-lower standardized uptake value in the heart and kidney, respectively). We applied the model to assess the treatment response to the neoadjuvant etoposide and found a consistent and reliable improvement in spontaneous metastasis detection. Importantly, we also found that tumor cells in different microenvironments responded in a heterogeneous manner to etoposide treatment, which could be determined only by the NIS-based strategy and not by (18)F-FDG imaging. CONCLUSION We developed a new strategy for preclinical longitudinal in vivo cancer cell tracking with greater sensitivity and reliability than (18)F-FDG PET and applied it to track spontaneous and distant metastasis in the presence or absence of genotoxic stress therapy. Importantly, the model provides sufficient sensitivity and dynamic range to permit the reliable assessment of heterogeneous treatment responses in various microenvironments.
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Affiliation(s)
- Gilbert O. Fruhwirth
- Comprehensive Cancer Imaging Centre, King's College London (KCL) & UCL
- The Richard Dimbleby Department of Cancer Research, KCL, London SE1 1UL
- Division of Imaging Sciences and Biomedical Engineering, St.Thomas’ Hospital, London SE1 7EH
| | - Seckou Diocou
- Comprehensive Cancer Imaging Centre, King's College London (KCL) & UCL
- Division of Imaging Sciences and Biomedical Engineering, St.Thomas’ Hospital, London SE1 7EH
| | - Philip J. Blower
- Comprehensive Cancer Imaging Centre, King's College London (KCL) & UCL
- Division of Imaging Sciences and Biomedical Engineering, St.Thomas’ Hospital, London SE1 7EH
| | - Tony Ng
- Comprehensive Cancer Imaging Centre, King's College London (KCL) & UCL
- The Richard Dimbleby Department of Cancer Research, KCL, London SE1 1UL
| | - Greg Mullen
- Division of Imaging Sciences and Biomedical Engineering, St.Thomas’ Hospital, London SE1 7EH
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Matthews DR, Fruhwirth GO, Weitsman G, Carlin LM, Ofo E, Keppler M, Barber PR, Tullis IDC, Vojnovic B, Ng T, Ameer-Beg SM. A multi-functional imaging approach to high-content protein interaction screening. PLoS One 2012; 7:e33231. [PMID: 22506000 PMCID: PMC3323588 DOI: 10.1371/journal.pone.0033231] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2011] [Accepted: 02/06/2012] [Indexed: 12/20/2022] Open
Abstract
Functional imaging can provide a level of quantification that is not possible in what might be termed traditional high-content screening. This is due to the fact that the current state-of-the-art high-content screening systems take the approach of scaling-up single cell assays, and are therefore based on essentially pictorial measures as assay indicators. Such phenotypic analyses have become extremely sophisticated, advancing screening enormously, but this approach can still be somewhat subjective. We describe the development, and validation, of a prototype high-content screening platform that combines steady-state fluorescence anisotropy imaging with fluorescence lifetime imaging (FLIM). This functional approach allows objective, quantitative screening of small molecule libraries in protein-protein interaction assays. We discuss the development of the instrumentation, the process by which information on fluorescence resonance energy transfer (FRET) can be extracted from wide-field, acceptor fluorescence anisotropy imaging and cross-checking of this modality using lifetime imaging by time-correlated single-photon counting. Imaging of cells expressing protein constructs where eGFP and mRFP1 are linked with amino-acid chains of various lengths (7, 19 and 32 amino acids) shows the two methodologies to be highly correlated. We validate our approach using a small-scale inhibitor screen of a Cdc42 FRET biosensor probe expressed in epidermoid cancer cells (A431) in a 96 microwell-plate format. We also show that acceptor fluorescence anisotropy can be used to measure variations in hetero-FRET in protein-protein interactions. We demonstrate this using a screen of inhibitors of internalization of the transmembrane receptor, CXCR4. These assays enable us to demonstrate all the capabilities of the instrument, image processing and analytical techniques that have been developed. Direct correlation between acceptor anisotropy and donor FLIM is observed for FRET assays, providing an opportunity to rapidly screen proteins, interacting on the nano-meter scale, using wide-field imaging.
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Affiliation(s)
- Daniel R. Matthews
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Gilbert O. Fruhwirth
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Gregory Weitsman
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Leo M. Carlin
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Enyinnaya Ofo
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Melanie Keppler
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Paul R. Barber
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
- Gray Institute for Radiation Oncology and Biology, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Iain D. C. Tullis
- Gray Institute for Radiation Oncology and Biology, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Borivoj Vojnovic
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
- Gray Institute for Radiation Oncology and Biology, Department of Oncology, University of Oxford, Oxford, United Kingdom
| | - Tony Ng
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
| | - Simon M. Ameer-Beg
- Division of Cancer Studies, Randall Division of Cell and Molecular Biophysics, King’s College London, London, United Kingdom
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Smith R, Huskens D, Daelemans D, Mewis RE, Garcia CD, Cain AN, Freeman TNC, Pannecouque C, Clercq ED, Schols D, Hubin TJ, Archibald SJ. CXCR4 chemokine receptor antagonists: nickel(ii) complexes of configurationally restricted macrocycles. Dalton Trans 2012; 41:11369-77. [DOI: 10.1039/c2dt31137b] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Fruhwirth GO, Fernandes LP, Weitsman G, Patel G, Kelleher M, Lawler K, Brock A, Poland SP, Matthews DR, Kéri G, Barber PR, Vojnovic B, Ameer‐Beg SM, Coolen ACC, Fraternali F, Ng T. How Förster Resonance Energy Transfer Imaging Improves the Understanding of Protein Interaction Networks in Cancer Biology. Chemphyschem 2011; 12:442-61. [DOI: 10.1002/cphc.201000866] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2010] [Revised: 01/07/2011] [Indexed: 01/22/2023]
Affiliation(s)
- Gilbert O. Fruhwirth
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
- Comprehensive Cancer Imaging Centre, New Hunt's House, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Luis P. Fernandes
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Gregory Weitsman
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
| | - Gargi Patel
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
| | - Muireann Kelleher
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
| | - Katherine Lawler
- Comprehensive Cancer Imaging Centre, New Hunt's House, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Adrian Brock
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
| | - Simon P. Poland
- Comprehensive Cancer Imaging Centre, New Hunt's House, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Daniel R. Matthews
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
| | - György Kéri
- Vichem Chemie Research Ltd. Herman Ottó utca 15, Budapest, Hungary and Pathobiochemistry Research Group of Hungarian Academy of Science, Semmelweis University, Budapest, 1444 Bp 8. POB 260 (Hungary)
| | - Paul R. Barber
- Gray Institute for Radiation Oncology & Biology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, OX3 7DQ (UK)
| | - Borivoj Vojnovic
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
- Gray Institute for Radiation Oncology & Biology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford, OX3 7DQ (UK)
| | - Simon M. Ameer‐Beg
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Anthony C. C. Coolen
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
- Department of Mathematics, King's College London, Strand Campus, London, WC2R 2LS (UK)
| | - Franca Fraternali
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
| | - Tony Ng
- Richard Dimbleby Department of Cancer Research, Division of Cancer Studies, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK), Fax: (+44) (0) 20 7848 6220, Fax: (+44) (0) 20 7848 8056
- Randall Division of Cell & Molecular Biophysics, King's College London, Guy's Medical School Campus, NHH, SE1 1UL (UK)
- Comprehensive Cancer Imaging Centre, New Hunt's House, Guy's Medical School Campus, NHH, SE1 1UL (UK)
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