Abstract
Purpose
Cancer-specific endothelial markers available for intravascular binding are promising targets for new molecular therapies. In this study, a molecular imaging approach of quantifying endothelial marker concentrations (EMCI) is developed and tested in highly light-absorbing melanomas. The approach involves injection of targeted imaging tracer in conjunction with an untargeted tracer, which is used to account for nonspecific uptake and tissue optical property effects on measured targeted tracer concentrations.
Procedures
Theoretical simulations and a mouse melanoma model experiment were used to test out the EMCI approach. The tracers used in the melanoma experiments were fluorescently labeled anti-Plvap/PV1 antibody (plasmalemma vesicle associated protein Plvap/PV1 is a transmembrane protein marker exposed on the luminal surface of endothelial cells in tumor vasculature) and a fluorescent isotype control antibody, the uptakes of which were measured on a planar fluorescence imaging system.
Results
The EMCI model was found to be robust to experimental noise under reversible and irreversible binding conditions and was capable of predicting expected overexpression of PV1 in melanomas compared to healthy skin despite a 5-time higher measured fluorescence in healthy skin compared to melanoma: attributable to substantial light attenuation from melanin in the tumors.
Conclusions
This study demonstrates the potential of EMCI to quantify endothelial marker concentrations in vivo, an accomplishment that is currently unavailable through any other methods, either in vivo or ex vivo.






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Nanda A, St Croix B (2004) Tumor endothelial markers: new targets for cancer therapy. Curr opin oncol 16:44–49
Willett CG, Boucher Y, di Tomaso E et al (2004) Direct evidence that the VEGF-specific antibody bevacizumab has antivascular effects in human rectal cancer. Nat med 10:145–147
Fidler IJ (2003) The pathogenesis of cancer metastasis: the ‘seed and soil’ hypothesis revisited. Nat rev Cancer 3:453–458
Farokhzad OC, Langer R (2009) Impact of nanotechnology on drug delivery. ACS nano 3:16–20
Wang D, Chen Y, Leigh SY et al (2012) Microscopic delineation of medulloblastoma margins in a transgenic mouse model using a topically applied VEGFR-1 probe. Transl oncol 5:408–414
Chernomordik V, Hassan M, Lee SB et al (2010) Quantitative analysis of Her2 receptor expression in vivo by near-infrared optical imaging. Mol imaging 9:192–200
Daghighian F, Pentlow KS, Larson SM et al (1993) Development of a method to measure kinetics of radiolabelled monoclonal antibody in human tumour with applications to microdosimetry: positron emission tomography studies of iodine-124 labelled 3F8 monoclonal antibody in glioma. Eur j nucl med 20:402–409
Ferl GZ, Dumont RA, Hildebrandt IJ et al (2009) Derivation of a compartmental model for quantifying 64Cu-DOTA-RGD kinetics in tumor-bearing mice. J nucl med : off publ, Soc Nucl Med 50:250–258
Zhang X, Xiong Z, Wu Y et al (2006) Quantitative PET imaging of tumor integrin alphavbeta3 expression with 18F-FRGD2. J nucl med : off publ, Soc Nucl Med 47:113–121
Tafreshi NK, Silva A, Estrella VC et al (2013) In vivo and in silico pharmacokinetics and biodistribution of a melanocortin receptor 1 targeted agent in preclinical models of melanoma. Mol Pharmaceutics 10(8):3175–3185
Tichauer KM, Samkoe KS, Sexton KJ et al (2012) In vivo quantification of tumor receptor binding potential with dual-reporter molecular imaging. Mol imaging biol : MIB : off publ Acad Mol Imaging 14:584–592
Liu JT, Helms MW, Mandella MJ et al (2009) Quantifying cell-surface biomarker expression in thick tissues with ratiometric three-dimensional microscopy. Biophys j 96:2405–2414
Pogue BW, Samkoe KS, Hextrum S et al (2010) Imaging targeted-agent binding in vivo with two probes. J biomed opt 15:030513
Tichauer KM, Samkoe KS, Klubben WS, Hasan T, Pogue BW (2012) Advantages of a dual-tracer model over reference tissue models for binding potential measurement in tumors. Phys med biol 57:6647–6659
Lammertsma AA, Hume SP (1996) Simplified reference tissue model for PET receptor studies. NeuroImage 4:153–158
Logan J, Fowler JS, Volkow ND et al (1996) Distribution volume ratios without blood sampling from graphical analysis of PET data. J cereb blood flow metab : off j Int Soc Cereb Blood Flow Metab 16:834–840
Stan RV, Roberts WG, Predescu D et al (1997) Immunoisolation and partial characterization of endothelial plasmalemmal vesicles (caveolae). Mol biol cell 8:595–605
Stan RV, Kubitza M, Palade GE (1999) PV-1 is a component of the fenestral and stomatal diaphragms in fenestrated endothelia. Proc Natl Acad Sci U S A 96:13203–13207
Tkachenko E, Tse D, Sideleva O et al (2012) Caveolae, fenestrae and transendothelial channels retain PV1 on the surface of endothelial cells. PloS one 7:e32655
Stan RV, Tse D, Deharvengt SJ et al (2012) The diaphragms of fenestrated endothelia: gatekeepers of vascular permeability and blood composition. Dev cell 23:1203–1218
Tse D, Stan RV (2010) Morphological heterogeneity of endothelium. Semin thromb hemost 36:236–245
Stan RV (2007) Endothelial stomatal and fenestral diaphragms in normal vessels and angiogenesis. J cell mol med 11:621–643
Madden SL, Cook BP, Nacht M et al (2004) Vascular gene expression in nonneoplastic and malignant brain. Am j pathol 165:601–608
Strickland LA, Jubb AM, Hongo JA et al (2005) Plasmalemmal vesicle-associated protein (PLVAP) is expressed by tumour endothelium and is upregulated by vascular endothelial growth factor-A (VEGF). J pathol 206:466–475
Deharvengt SJ, Tse D, Sideleva O et al (2012) PV1 down-regulation via shRNA inhibits the growth of pancreatic adenocarcinoma xenografts. J cell mol med 16:2690–2700
Dankort D, Curley DP, Cartlidge RA et al (2009) Braf(V600E) cooperates with Pten loss to induce metastatic melanoma. Nat Genet 41:544–552
Innis RB, Cunningham VJ, Delforge J et al (2007) Consensus nomenclature for in vivo imaging of reversibly binding radioligands. J cereb blood flow metab : off j Int Soc Cereb Blood Flow Metab 27:1533–1539
Tichauer KM, Samkoe KS, Sexton KJ et al (2012) Improved tumor contrast achieved by single time point dual-reporter fluorescence imaging. J biomed opt 17:066001
Sexton K, Tichauer K, Samkoe KS, Gunn J, Hoopes PJ, Pogue BW (2013) Fluorescent affibody peptide penetration in glioma margin is superior to full antibody. PloS one 8:e60390
Kety SS (1951) The theory and applications of the exchange of inert gas at the lungs and tissues. Pharmacol rev 3:1–41
de Lussanet QG, Langereis S, Beets-Tan RG et al (2005) Dynamic contrast-enhanced MR imaging kinetic parameters and molecular weight of dendritic contrast agents in tumor angiogenesis in mice. Radiology 235:65–72
Zhou M, Felder S, Rubinstein M et al (1993) Real-time measurements of kinetics of EGF binding to soluble EGF receptor monomers and dimers support the dimerization model for receptor activation. Biochemistry 32:8193–8198
Valdes PA, Kim A, Leblond F et al (2011) Combined fluorescence and reflectance spectroscopy for in vivo quantification of cancer biomarkers in low- and high-grade glioma surgery. J biomed opt 16:116007
Thurber GM, Dane Wittrup K (2012) A mechanistic compartmental model for total antibody uptake in tumors. J theor biol 314:57–68
Tolmachev V, Rosik D, Wallberg H et al (2010) Imaging of EGFR expression in murine xenografts using site-specifically labelled anti-EGFR 111In-DOTA-Z EGFR:2377 affibody molecule: aspect of the injected tracer amount. Eur j nucl med mol imaging 37:613–622
Jain RK, Baxter LT (1988) Mechanisms of heterogeneous distribution of monoclonal antibodies and other macromolecules in tumors: significance of elevated interstitial pressure. Cancer res 48:7022–7032
Acknowledgments
This work was sponsored by NIH research grants R01 CA109558, U54 CA151662, and R21 CA175592, as well as a CIHR Postdoctoral Fellowship for KMT.
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Tichauer, K.M., Deharvengt, S.J., Samkoe, K.S. et al. Tumor Endothelial Marker Imaging in Melanomas Using Dual-Tracer Fluorescence Molecular Imaging. Mol Imaging Biol 16, 372–382 (2014). https://doi.org/10.1007/s11307-013-0692-1
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DOI: https://doi.org/10.1007/s11307-013-0692-1