Multiplexed Non-invasive in vivo Imaging to Assess Metabolism and Receptor Engagement in Tumor Xenografts

Following an ever-increased focus on personalized medicine, there is a continuing need to develop preclinical molecular imaging modalities to guide the development and optimization of targeted therapies. To date, non-invasive quantitative imaging modalities that can comprehensively assess simultaneous cellular drug delivery efficacy and therapeutic response are lacking. In this regard, Near-Infrared (NIR) Macroscopic Fluorescence Lifetime Förster Resonance Energy Transfer (MFLI-FRET) imaging offers a unique method to robustly quantify receptor-ligand engagement in vivo and subsequent intracellular internalization, which is critical to assess the delivery efficacy of targeted therapeutics. However, implementation of multiplexing optical imaging with FRET in vivo is challenging to achieve due to spectral crowding and cross-contamination. Herein, we report on a strategy that relies on a dark quencher that enables simultaneous assessment of receptor-ligand engagement and tumor metabolism in intact live mice. First, we establish that IRDye QC-1 (QC-1) is an effective NIR dark acceptor for the FRET-induced quenching of donor Alexa Fluor 700 (AF700) using in vitro NIR FLI microscopy and in vivo wide-field MFLI imaging. Second, we report on simultaneous in vivo imaging of the metabolic probe IRDye 800CW 2-deoxyglucose (2-DG) and MFLI-FRET imaging of NIR-labeled transferrin FRET pair (Tf-AF700/Tf-QC-1) uptake in tumors. Such multiplexed imaging revealed an inverse relationship between 2-DG uptake and Tf intracellular delivery, suggesting that 2-DG signal may predict the efficacy of intracellular targeted delivery. Overall, our methodology enables for the first time simultaneous non-invasive monitoring of intracellular drug delivery and metabolic response in preclinical studies.

[1]  Xavier Intes,et al.  Spatial light modulator based active wide-field illumination for ex vivo and in vivo quantitative NIR FRET imaging. , 2014, Biomedical optics express.

[2]  Hans-Gerd Löhmannsröben,et al.  Six-color time-resolved Förster resonance energy transfer for ultrasensitive multiplexed biosensing. , 2013, Journal of the American Chemical Society.

[3]  L. Szablewski Expression of glucose transporters in cancers. , 2013, Biochimica et biophysica acta.

[4]  J. Mazurkiewicz,et al.  Single-Molecule Analyses of Fully Functional Fluorescent Protein-Tagged Follitropin Receptor Reveal Homodimerization and Specific Heterodimerization with Lutropin Receptor1 , 2015, Biology of reproduction.

[5]  I. Tannock,et al.  Penetration of anticancer drugs through tumour tissue as a function of cellular packing density and interstitial fluid pressure and its modification by bortezomib , 2012, BMC Cancer.

[6]  N. Sunaga,et al.  Metabolic activity by 18F–FDG-PET/CT is predictive of early response after nivolumab in previously treated NSCLC , 2017, European Journal of Nuclear Medicine and Molecular Imaging.

[7]  Horst Wallrabe,et al.  Confocal FRET and FLIM microscopy to characterize the distribution of transferrin receptors in membranes , 2006, SPIE BiOS.

[8]  P. Coletta,et al.  Non‐invasive molecular imaging for preclinical cancer therapeutic development , 2013, British journal of pharmacology.

[9]  Eva Sevick-Muraca,et al.  Characterization and performance of a near-infrared 2-deoxyglucose optical imaging agent for mouse cancer models. , 2009, Analytical Biochemistry.

[10]  L. Drake,et al.  Antigen-B Cell Receptor Complexes Associate with Intracellular major histocompatibility complex (MHC) Class II Molecules* , 2015, The Journal of Biological Chemistry.

[11]  Xavier Intes,et al.  Active wide-field illumination for high-throughput fluorescence lifetime imaging. , 2013, Optics letters.

[12]  Binbin Xie,et al.  Glucose transporter GLUT1 expression and clinical outcome in solid tumors: a systematic review and meta-analysis , 2017, Oncotarget.

[13]  Kinam Park,et al.  Analysis on the current status of targeted drug delivery to tumors. , 2012, Journal of controlled release : official journal of the Controlled Release Society.

[14]  V. Verkhusha,et al.  Direct multiplex imaging and optogenetics of RhoGTPases enabled by near-infrared FRET , 2018, Nature Chemical Biology.

[15]  Wojciech G. Lesniak,et al.  Peptide-based PET quantifies target engagement of PD-L1 therapeutics , 2019, The Journal of clinical investigation.

[16]  Xavier Intes,et al.  FLIM-FRET for Cancer Applications. , 2015, Current molecular imaging.

[17]  Tayyaba Hasan,et al.  Activatable clinical fluorophore-quencher antibody pairs as dual molecular probes for the enhanced specificity of image-guided surgery , 2017, Journal of biomedical optics.

[18]  V. Bindokas,et al.  Multiplex Three-Dimensional Mapping of Macromolecular Drug Distribution in the Tumor Microenvironment , 2018, Molecular Cancer Therapeutics.

[19]  Gustavo Helguera,et al.  The transferrin receptor part II: targeted delivery of therapeutic agents into cancer cells. , 2006, Clinical immunology.

[20]  Ronak Talati,et al.  Automated selection of regions of interest for intensity-based FRET analysis of transferrin endocytic trafficking in normal vs. cancer cells. , 2014, Methods.

[21]  Judith Weber,et al.  Photoacoustic molecular rulers based on DNA nanostructures , 2017, bioRxiv.

[22]  D. M. Olive,et al.  A nonfluorescent, broad-range quencher dye for Förster resonance energy transfer assays. , 2009, Analytical biochemistry.

[23]  W. Jung,et al.  Expression of metabolism-related proteins in triple-negative breast cancer. , 2014, International journal of clinical and experimental pathology.

[24]  Y. Urano,et al.  Development of a series of near-infrared dark quenchers based on Si-rhodamines and their application to fluorescent probes. , 2015, Journal of the American Chemical Society.

[25]  Horst Wallrabe,et al.  Confocal FRET microscopy to measure clustering of ligand-receptor complexes in endocytic membranes. , 2003, Biophysical journal.

[26]  M. Blanco,et al.  Target engagement in lead generation. , 2015, Bioorganic & medicinal chemistry letters.

[27]  Yin Zhang,et al.  Compressive sensing for 3d data processing tasks: applications, models and algorithms , 2011 .

[28]  Matthew Bogyo,et al.  Optimization of a Protease Activated Probe for Optical Surgical Navigation. , 2017, Molecular pharmaceutics.

[29]  Hongzhe Sun,et al.  Targeted Drug Delivery via the Transferrin Receptor-Mediated Endocytosis Pathway , 2002, Pharmacological Reviews.

[30]  S. Achilefu,et al.  Fluorescence lifetime measurements and biological imaging. , 2010, Chemical reviews.

[31]  P. Nordlund,et al.  Monitoring Drug Target Engagement in Cells and Tissues Using the Cellular Thermal Shift Assay , 2013, Science.

[32]  Valerie Speirs,et al.  Choosing the right cell line for breast cancer research , 2011, Breast Cancer Research.

[33]  Haibiao Gong,et al.  A homogeneous fluorescence-based method to measure antibody internalization in tumor cells. , 2015, Analytical biochemistry.

[34]  Xavier Intes,et al.  Comparison of illumination geometry for lifetime‐based measurements in whole‐body preclinical imaging , 2018, Journal of biophotonics.

[35]  Xavier Intes,et al.  Non-Invasive In Vivo Imaging of Near Infrared-labeled Transferrin in Breast Cancer Cells and Tumors Using Fluorescence Lifetime FRET , 2013, PloS one.

[36]  Xavier Intes,et al.  Compressive hyperspectral time-resolved wide-field fluorescence lifetime imaging. , 2017, Nature photonics.

[37]  Mary Katherine Johansson,et al.  Choosing reporter-quencher pairs for efficient quenching through formation of intramolecular dimers. , 2006, Methods in molecular biology.

[38]  R. Airley,et al.  Glucose transporter glut-1 expression correlates with tumor hypoxia and predicts metastasis-free survival in advanced carcinoma of the cervix. , 2001, Clinical cancer research : an official journal of the American Association for Cancer Research.

[39]  Xavier Intes,et al.  Quantitative tomographic imaging of intermolecular FRET in small animals , 2012, Biomedical optics express.

[40]  C. Craik,et al.  Imaging PD-L1 Expression with ImmunoPET , 2017, Bioconjugate chemistry.

[41]  G. Bonamy,et al.  Receptor complexes cotransported via polarized endocytic pathways form clusters with distinct organizations. , 2007, Molecular biology of the cell.

[42]  J. Lindner,et al.  Molecular Imaging in Drug Discovery and Development. , 2018, Circulation. Cardiovascular imaging.

[43]  R. Rocha,et al.  CLINICS 2011;66(6):965-972 DOI:10.1590/S1807-59322011000600008 CLINICAL SCIENCE , 2022 .

[44]  T. Behnke,et al.  Near-infrared-emitting nanoparticles for lifetime-based multiplexed analysis and imaging of living cells. , 2013, ACS nano.

[45]  Egidijus Auksorius,et al.  Fast subsurface fingerprint imaging with full-field optical coherence tomography system equipped with a silicon camera , 2017, Journal of biomedical optics.

[46]  W. Kaiser,et al.  An In Vivo Spectral Multiplexing Approach for the Cooperative Imaging of Different Disease-Related Biomarkers with Near-Infrared Fluorescent Förster Resonance Energy Transfer Probes , 2012, The Journal of Nuclear Medicine.

[47]  X. Intes,et al.  In vitro and in vivo phasor analysis of stoichiometry and pharmacokinetics using short‐lifetime near‐infrared dyes and time‐gated imaging , 2018, Journal of biophotonics.

[48]  Debra L Winkeljohn Triple-negative breast cancer. , 2008, Clinical journal of oncology nursing.

[49]  N. Devoogdt,et al.  Noninvasive imaging of the PD-1:PD-L1 immune checkpoint: Embracing nuclear medicine for the benefit of personalized immunotherapy , 2018, Theranostics.

[50]  A. Kapanidis,et al.  Characterization of dark quencher chromophores as nonfluorescent acceptors for single-molecule FRET. , 2012, Biophysical journal.

[51]  D. Kamei,et al.  The intracellular trafficking pathway of transferrin. , 2012, Biochimica et biophysica acta.

[52]  Gaudenz Danuser,et al.  Imaging the coordination of multiple signalling activities in living cells , 2011, Nature Reviews Molecular Cell Biology.

[53]  I. C. Kok,et al.  Molecular Imaging in Cancer Drug Development , 2018, The Journal of Nuclear Medicine.

[54]  Minutes,et al.  MOLECULAR IMAGING IN DRUG DISCOVERY AND DEVELOPMENT , 2003 .

[55]  A. Gilmore Nanometer-Scale Measurements Using FRET and FLIM Microscopy , 2013 .

[56]  Horst Wallrabe,et al.  Nanometer-Scale Measurements Using FRET and FLIM Microscopy , 2013 .

[57]  Xavier Intes,et al.  Quantitative imaging of receptor‐ligand engagement in intact live animals , 2018, Journal of controlled release : official journal of the Controlled Release Society.

[58]  Horst Wallrabe,et al.  Characterization of one- and two-photon excitation fluorescence resonance energy transfer microscopy. , 2003, Methods.

[59]  A. Scott,et al.  Receptor Occupancy Imaging Studies in Oncology Drug Development , 2018, The AAPS Journal.

[60]  Michael F. Cuccarese,et al.  Quantitating drug-target engagement in single cells in vitro and in vivo. , 2017, Nature chemical biology.

[61]  H. Osterman The Next Step in Near Infrared Fluorescence: IRDye® QC-1 Dark Quencher , 2009 .

[62]  Ewan J McGhee,et al.  Multiplexed FRET to image multiple signaling events in live cells. , 2008, Biophysical journal.

[63]  Yi Lu,et al.  DNA Aptamer-Based Activatable Probes for Photoacoustic Imaging in Living Mice , 2017, Journal of the American Chemical Society.

[64]  W. Voigt Advanced PET imaging in oncology: status and developments with current and future relevance to lung cancer care , 2017, Current opinion in oncology.