Abstract
Purpose
The purposes of the present study is to evaluate a new ultrasound molecular imaging approach in its ability to image a preclinical tumor model and to investigate the capacity to visualize and quantify co-registered microvascular and molecular imaging volumes.
Procedures
Molecular imaging using the new technique was compared with a conventional ultrasound molecular imaging technique (multi-pulse imaging) by varying the injected microbubble dose and scanning each animal using both techniques. Each of the 14 animals was randomly assigned one of three doses; bolus dose was varied, and the animals were imaged for three consecutive days so that each animal received every dose. A microvascular scan was also acquired for each animal by administering an infusion of nontargeted microbubbles. These scans were paired with co-registered molecular images (VEGFR2-targeted microbubbles), the vessels were segmented, and the spatial relationships between vessels and VEGFR2 targeting locations were analyzed. In five animals, an additional scan was performed in which the animal received a bolus of microbubbles targeted to E- and P-selectins. Vessel tortuosity as a function of distance from VEGF and selectin targeting was analyzed in these animals.
Results
Although resulting differences in image intensity due to varying microbubble dose were not significant between the two lowest doses, superharmonic imaging had significantly higher contrast-to-tissue ratio (CTR) than multi-pulse imaging (mean across all doses 13.98 dB for molecular acoustic angiography vs. 0.53 dB for multi-pulse imaging; p = 4.9 × 10−10). Analysis of registered microvascular and molecular imaging volumes indicated that vessel tortuosity decreases with increasing distance from both VEGFR2- and selectin-targeting sites.
Conclusions
Molecular acoustic angiography (superharmonic molecular imaging) exhibited a significant increase in CTR at all doses tested due to superior rejection of tissue artifact signals. Due to the high resolution of acoustic angiography molecular imaging, it is possible to analyze spatial relationships in aligned microvascular and molecular superharmonic imaging volumes. Future studies are required to separate the effects of biomarker expression and blood flow kinetics in comparing local tortuosity differences between different endothelial markers such as VEGFR2, E-selectin, and P-selectin.
Similar content being viewed by others
References
Dayton PA, Ferrara KW (2002) Targeted imaging using ultrasound. J Mag Reson Imaging: J Mang Res Imaging 16:362–377
Gessner R, Dayton PA (2010) Advances in molecular imaging with ultrasound. Mol Imaging 9:117–127
Villanueva FS, Jankowski RJ, Manaugh C, et al. (1997) Albumin microbubble adherence to human coronary endothelium: implications for assessment of endothelial function using myocardial contrast echocardiography. J Am Coll Cardiol 30:689–693
Lindner JR, Coggins MP, Kaul S, et al. (2000) Microbubble persistence in the microcirculation during ischemia/reperfusion and inflammation is caused by integrin- and complement-mediated adherence to activated leukocytes. Circulation 101:668–675
Ferrara KW, Borden MA, Zhang H (2009) Lipid-shelled vehicles: engineering for ultrasound molecular imaging and drug delivery. Acc Chem Res 42:881–892
Roach PJ, Schembri GP, Shon IAH, et al. (2006) SPECT/CT imaging using a spiral CT scanner for anatomical localization: impact on diagnostic accuracy and reporter confidence in clinical practice. Nucl Med Commun 27:977–987
Cerfolio RJ, Ojha B, Bryant AS, et al. (2004) The accuracy of integrated PET-CT compared with dedicated PET alone for the staging of patients with nonsmall cell lung cancer. Ann Thorac Surg 78:1017–1023
Tharp K, Israel O, Hausmann J, et al. (2004) Impact of I-131-SPECT/CT images obtained with an integrated system in the follow-up of patients with thyroid carcinoma. Eur J Nucl Med Mol Imaging 31:1435–1442
Lerman H, Lievshitz G, Zak O, et al. (2007) Improved sentinel node identification by SPECT/CT in overweight patients with breast cancer. J Nucl Med 48:201–206
Garami Z, Hascsi Z, Varga J, et al. (2012) The value of 18-FDG PET/CT in early-stage breast cancer compared to traditional diagnostic modalities with an emphasis on changes in disease stage designation and treatment plan. Eur J Surg Oncol 38:31–37
Soyka JD, Muster MA, Schmid DT, et al. (2012) Clinical impact of 18F-choline PET/CT in patients with recurrent prostate cancer. Eur J Nucl Med Mol Imaging 39:936–943
Rispler S, Keidar Z, Ghersin E, et al. (2007) Integrated single-photon emission computed tomography and computed tomography coronary angiography for the assessment of hemodynamically significant coronary artery lesions. J Am Coll Cardiol 49:1059–1067
Grani C, Benz DC, Schmied C, et al. (2015) Hybrid CCTA/SPECT myocardial perfusion imaging findings in patients with anomalous origin of coronary arteries from the opposite sinus and suspected concomitant coronary artery disease. J Nucl Cardiol. doi:10.1007/s12350-015-0342
Meyer DL, Schultz J, Lin YK, et al. (2001) Reduced antibody response to streptavidin through site-directed mutagenesis. Protein Sci 10:491–503
Pochon S, Tardy I, Bussat P, et al. (2010) BR55: a lipopeptide-based VEGFR2-targeted ultrasound contrast agent for molecular imaging of angiogenesis. Investig Radiol 45:89–95
Anderson CR, Rychak JJ, Backer M, et al. (2010) scVEGF microbubble ultrasound contrast agents: a novel probe for ultrasound molecular imaging of tumor angiogenesis. Investig Radiol 45:579–585
Anderson CR, Hu X, Zhang H, et al. (2011) Ultrasound molecular imaging of tumor angiogenesis with an integrin targeted microbubble contrast agent. Investig Radiol 46:215–224
John R, Nguyen FT, Kolbeck KJ, et al. (2012) Targeted multifunctional multimodal protein-shell microspheres as cancer imaging contrast agents. Mol Imaging Biol 14:17–24
Yeh JS, Sennoga CA, McConnell E, et al. (2015) A targeting microbubble for ultrasound molecular imaging. PLoS One 10:e0129681
Spivak I, Rix A, Schmitz G, et al. (2016) Low-dose molecular ultrasound imaging with E-selectin-targeted PBCA microbubbles. Mol Imaging Biol 18:180–190
Wagner RF, Smith SW, Sandrik JM, et al. (1983) Statistics of speckle in ultrasound B-scans. IEEE Trans Son Ultrason 30:156–163
Phillips, P. (2001) Contrast pulse sequences (CPS): imaging nonlinear microbubbles. IEEE Ultrasonics Symposium 1739–1745
Christopher T (1997) Finite amplitude distortion-based inhomogeneous pulse echo ultrasonic imaging. IEEE Trans Ultrason Ferroelectr Freq Control 44:125–139
Yildiz YO, Eckersley RJ, Senior R, et al. (2015) Correction of non-linear propagation artifact in contrast-enhanced ultrasound imaging of carotid arteries: methods in in vitro evaluation. Ultrasound Med Biol 41:1938–1947
Herbst EB, Unnikrishnan S, Wang SY, et al. (2015) The use of acoustic radiation force decorrelation weighted pulse inversion (ADW-PI) in enhancing microbubble contrast. 2015 IEEE International Ultrasonics Symposium (IUS)
Bouakaz A, Krenning BJ, Vletter WB, et al. (2003) Contrast superharmonic imaging: a feasibility study. Ultrasound Med Biol 29:547–553
Kruse DE, Ferrara KW (2005) A new imaging strategy using wideband transient response of ultrasound contrast agents. IEEE Trans Ultrason Ferroelectr Freq Control 52:1320–1329
Gessner R, Lukacs M, Lee M, et al. (2010) High-resolution, high-contrast ultrasound imaging using a prototype dual-frequency transducer: in vitro and in vivo studies. IEEE Trans Ultrason Ferroelectr Freq Control 57:1772–1781
Shelton SE, Lee YZ, Foster FS, et al. (2015) Quantification of microvascular tortuosity during tumor evolution utilizing acoustic angiography. Ultrasound Med Biol 41:1896–1904
Rao S, Shelton S, Dayton PA (2016) The ‘fingerprint’ of cancer extends beyond solid tumor boundaries: assessment with a novel ultrasound imaging approach. IEEE Trans Biomed Eng 63:1082–1086
Lindsey BD, Rojas JD, Martin KH, et al. (2014) Acoustic characterization of contrast-to-tissue ratio and axial resolution for dual-frequency contrast-specific acoustic angiography imaging. IEEE Trans Ultrason Ferroelectr Freq Control 61:1668–1687
Lindsey BD, Shelton SE, Dayton PA (2015) Optimization of contrast-to-tissue ratio through pulse windowing in dual-frequency “acoustic angiography” imaging. Ultrasound Med Biol 41:1884–1895
Dunleavey JM, Xiao L, Thompson J, et al. (2014) Vascular channels formed by subpopulations of PECAM1+ melanoma cells. Nat Commun 5:5200
Lindsey BD, Rojas JD, Dayton PA (2015) On the relationship between microbubble fragmentation, deflation, and broadband superharmonic signal production. Ultrasound Med Biol 41:1711–1725
Shelton SE, Lindsey BD, Tsuruta JK, et al. (2016) Molecular acoustic angiography: a new technique for high resolution superharmonic ultrasound molecular imaging. Ultrasound Med Biol 42:769–781
Yuan H, Schroeder T, Bowsher JE, et al. (2006) Intertumoral differences in hypoxia selectivity of the PET imaging agent 64Cu(II)-diacetyl-bis(N4-methylthiosemicarbazone). J Nucl Med 47:989–998
Fokong S, Fragoso A, Rix A, et al. (2013) Ultrasound molecular imaging of E-selectin in tumor vessels using poly n-butyl cyanoacrylate microbubbles covalently coupled to a short targeting peptide. Investig Radiol 48:843–850
Warram JM, Sorace AG, Mahoney M, et al. (2014) Biodistribution of P-selectin targeted microbubbles. J Drug Target 22:387–394
Biancone L, Araki M, Araki K, et al. (1996) Redirection of tumor metastasis by expression of E-selectin in vivo. J Exp Med 183:581–587
Caine GJ, Lip GY, Blann AD (2004) Platelet-derived VEGF, Flt-1, angiopoietin-1 and P-selectin in breast and prostate cancer: further evidence for a role of platelets in tumour angiogenesis. Ann Med 36:273–277
Caine GJ, Lip GY, Stonelake PS, et al. (2004) Platelet activation, coagulation and angiogenesis in breast and prostate carcinoma. Thromb Haemost 92:185–190
Blann AD, Gurney D, Wadley M, et al. (2001) Increased soluble P-selectin in patients with haematological and breast cancer: a comparison with fibrinogen, plasminogen activator inhibitor and von Willebrand factor. Blood Coagul Fibrinolysis 12:43–50
Schadendorf D, Diehl S, Zuberbier T, et al. (1996) Quantitative detection of soluble adhesion molecules in sera of melanoma patients correlates with clinical stage. Dermatology 192:89–93
Haznedaroglu IC, Benekli M, Ozcebe O, et al. (2000) Serum L-selectin and P-selectin levels in lymphomas. Haematologia 30:27–30
Stannard AK, Khurana R, Evans IM, et al. (2007) Vascular Endothelial Growth Factor Synergistically Enhances Induction of E-Selectin by Tumor Necrosis Factor- α. Arterioscler Thromb Vasc Biol 27:494–502
Aylward SR, Bullitt E (2002) Initialization, noise, singularities, and scale in height ridge traversal for tubular object centerline extraction. IEEE Trans Med Imaging 21:61–75
Bullitt E, Muller KE, Jung I, et al. (2005) Analyzing attributes of vessel populations. Med Image Anal 9:39–49
Dvorak HF (2015) Tumors: wounds that do not heal-redux. Cancer Immunol Res 3:1–11
Ferrara N, Gerber HP, LeCouter J (2003) The biology of VEGF and its receptors. Nat Med 9:669–676
Carmeliet P (2005) VEGF as a key mediator of angiogenesis in cancer. Oncology 69(Suppl 3):4–10
van Wamel A, Celebi M, Hossack JA, et al. (2007) Molecular imaging with targeted contrast agents and high frequency ultrasound. 2007 IEEE Ultrasonics Symposium Proceedings, Vols 1–6 961–964
Aoki M, Kanamori M, Yudoh K, et al. (2001) Effects of vascular endothelial growth factor and E-selectin on angiogenesis in the murine metastatic RCT sarcoma. Tumour Biol 22:239–246
Egami K, Murohara T, Aoki M, et al. (2006) Ischemia-induced angiogenesis: role of inflammatory response mediated by P-selectin. J Leukoc Biol 79:971–976
Koch AE, Halloran MM, Haskell CJ, et al. (1995) Angiogenesis mediated by soluble forms of E-selectin and vascular cell adhesion molecule-1. Nature 376:517–519
IY O, Yoon CH, Hur J, et al. (2007) Involvement of E-selectin in recruitment of endothelial progenitor cells and angiogenesis in ischemic muscle. Blood 110:3891–3899
Nishiwaki Y, Yoshida M, Iwaguro H, et al. (2007) Endothelial E-selectin potentiates neovascularization via endothelial progenitor cell-dependent and -independent mechanisms. Arterioscler Thromb Vasc Biol 27:512–518
Nguyen M, Folkman J, Bischoff J (1992) 1-Deoxymannojirimycin inhibits capillary tube formation in vitro. Analysis of N-linked oligosaccharides in bovine capillary endothelial cells. J Biol Chem 267:26157–26165
Klibanov AL, Rychak JJ, Yang WC, et al. (2006) Targeted ultrasound contrast agent for molecular imaging of inflammation in high-shear flow. Contrast Media Mol Imaging 1:259–266
Patil AV, Rychak JJ, Klibanov AL, et al. (2011) Real-time technique for improving molecular imaging and guiding drug delivery in large blood vessels: in vitro and ex vivo results. Mol Imaging 10:238–247
Takalkar AM, Klibanov AL, Rychak JJ, et al. (2004) Binding and detachment dynamics of microbubbles targeted to P-selectin under controlled shear flow. J Control Release 96:473–482
Chiu JJ, Lee PL, Chen CN, et al. (2004) Shear stress increases ICAM-1 and decreases VCAM-1 and E-selectin expressions induced by tumor necrosis factor-alpha in endothelial cells. Arterioscler Thromb Vasc Biol 24:73–79
Dimitroff CJ, Lechpammer M, Long-Woodward D, et al. (2004) Rolling of human bone-metastatic prostate tumor cells on human bone marrow endothelium under shear flow is mediated by E-selectin. Cancer Res 64:5261–5269
Caskey CF, Stieger SM, Qin S, et al. (2007) Direct observations of ultrasound microbubble contrast agent interaction with the microvessel wall. J Acoust Soc Am 122:1191–1200
Li CY, Shan S, Huang Q, et al. (2000) Initial stages of tumor cell-induced angiogenesis: evaluation via skin window chambers in rodent models. J Natl Cancer Inst 92:143–147
Acknowledgments
This work was supported by grants R01CA170665, R01CA189479, U01CA189281, F32EB018715, and T32HL069768 from the National Institutes of Health. We thank Mike Lee and Emmanuel Cherin for their contributions to the design and fabrication of prototype transducers. Animal studies were performed within the Lineberger Comprehensive Cancer Center (LCCC) Animal Studies Core Facility at the University of North Carolina at Chapel Hill. The LCCC Animal Studies Core is supported in part by an NCI Center Core Support Grant (CA16086) to the UNC Lineberger Comprehensive Cancer Center.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
F. Stuart Foster is a consultant and receives research funding from VisualSonics, Inc. F. Stuart Foster and Paul A. Dayton are inventors on a pending patent describing the acoustic angiography technology. Paul A. Dayton is a co-founder of SonoVol, Inc., a company which has licensed the patent enabling acoustic angiography, and also was formerly on the scientific advisory board for Targeson, LLC. The authors declare that they have no conflict of interests with any other companies listed in this paper.
Additional information
Brooks D. Lindsey and Sarah E. Shelton contributed equally to this work
Rights and permissions
About this article
Cite this article
Lindsey, B.D., Shelton, S.E., Foster, F.S. et al. Assessment of Molecular Acoustic Angiography for Combined Microvascular and Molecular Imaging in Preclinical Tumor Models. Mol Imaging Biol 19, 194–202 (2017). https://doi.org/10.1007/s11307-016-0991-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11307-016-0991-4