Imaging of nanoparticles with dual-energy computed tomography

A simulation study was performed to determine the feasibility and performance of imaging nanoparticles as contrast agents in dual-energy computed tomography. An analytical simulation model was used to model the relevant signal-to-noise ratio (SNR) in dual-energy imaging for the specific case of a three-material patient phantom consisting of water, calcium hydroxyapatite and contrast agent. Elemental gold and iodine were both considered as contrast agents. Simulations were performed for a range of monoenergetic (20-150 keV) and polyenergetic (20-150 kVp) beam spectra. A reference configuration was defined with beam energies of 80 and 140 kVp to match current clinical practice. The effect of adding a silver filter to the high-energy beam was also studied. A figure of merit (FOM), which normalized the dual-energy SNR to the square root of the patient integral dose, was calculated for all cases. The units of the FOM were keV(-1/2). A simple Rose model of detectability was used to estimate the minimum concentration of either elements needed to be detected (SNR > 5). For monoenergetic beams, the peak FOM of gold was 6.4 × 10(-6) keV(-1/2), while the peak FOM of iodine was 3.1 × 10(-6) keV(-1/2), a factor of approximately 2 greater for gold. For polyenergetic spectra, at the reference energies of 80 and 140 kVp, the FOM for gold and iodine was 1.65 × 10(-6) and 5.0 × 10(-7) keV(-1/2), respectively, a factor of approximately 3.3 greater. Also at these energies, the minimum detectable concentration of gold was estimated to be 58.5 mg mL(-1), while iodine was estimated to be 117.5 mg mL(-1). The results suggest that the imaging of a gold nanoparticle contrast agent is well suited to current conditions used in clinical imaging. The addition of a silver filter of 800 µm further increased the image quality of the gold signal by approximately 50% for the same absorbed dose to the patient.

[1]  M. Naghavi,et al.  Vulnerable Atherosclerotic Plaque: A Multifocal Disease , 2003, Circulation.

[2]  Konstantin Sokolov,et al.  Plasmonic intravascular photoacoustic imaging for detection of macrophages in atherosclerotic plaques. , 2009, Nano letters.

[3]  Michael S. Van Lysel Optimization of beam parameters for dual-energy digital subtraction angiography. , 1994 .

[4]  J M Boone Parametrized x-ray absorption in diagnostic radiology from Monte Carlo calculations: implications for x-ray detector design. , 1992, Medical physics.

[5]  W. Kalender,et al.  Flat-detector computed tomography (FD-CT) , 2007, European Radiology.

[6]  C. McCollough,et al.  Quantitative imaging of element composition and mass fraction using dual-energy CT: three-material decomposition. , 2009, Medical physics.

[7]  Willi A. Kalender,et al.  Computed tomography : fundamentals, system technology, image quality, applications , 2000 .

[8]  C. Pelizzari,et al.  AuNP-DG: Deoxyglucose-Labeled Gold Nanoparticles as X-ray Computed Tomography Contrast Agents for Cancer Imaging , 2010, Molecular Imaging and Biology.

[9]  Sabee Molloi,et al.  Quantification of breast density with dual energy mammography: a simulation study. , 2008, Medical physics.

[10]  M. Davies,et al.  Atherosclerotic plaque caps are locally weakened when macrophages density is increased. , 1991, Atherosclerosis.

[11]  M J Yaffe,et al.  Theoretical optimization of dual-energy x-ray imaging with application to mammography. , 1985, Medical physics.

[12]  Xinming Liu,et al.  A dual-energy subtraction technique for microcalcification imaging in digital mammography--a signal-to-noise analysis. , 2002, Medical physics.

[13]  M. V. Van Lysel,et al.  Optimization of beam parameters for dual-energy digital subtraction angiography. , 1994, Medical physics.

[14]  C. McCollough,et al.  Improved dual-energy material discrimination for dual-source CT by means of additional spectral filtration. , 2009, Medical physics.

[15]  Xiaochuan Pan,et al.  Impact of polychromatic x-ray sources on helical, cone-beam computed tomography and dual-energy methods. , 2004, Physics in medicine and biology.

[16]  W. Williams,et al.  The Physics of Medical X-Ray Imaging , 1991 .

[17]  J. Hillier,et al.  A study of the nucleation and growth processes in the synthesis of colloidal gold , 1951 .

[18]  J. Schlomka,et al.  Multienergy photon-counting K-edge imaging: potential for improved luminal depiction in vascular imaging. , 2008, Radiology.

[19]  Thorsten R. C. Johnson,et al.  Dual-Energy CT–Technical Background , 2009 .

[20]  Sangjin Park,et al.  Antibiofouling polymer-coated gold nanoparticles as a contrast agent for in vivo X-ray computed tomography imaging. , 2007 .

[21]  Hany Kashani,et al.  Diagnostic performance of a prototype dual-energy chest imaging system ROC analysis. , 2010, Academic radiology.

[22]  Kwon-Ha Yoon,et al.  Colloidal Gold Nanoparticles as a Blood-Pool Contrast Agent for X-ray Computed Tomography in Mice , 2007, Investigative radiology.

[23]  Arezou A Ghazani,et al.  Determining the size and shape dependence of gold nanoparticle uptake into mammalian cells. , 2006, Nano letters.

[24]  A. Macovski,et al.  Energy-selective reconstructions in X-ray computerised tomography , 1976, Physics in medicine and biology.

[25]  M. Reiser,et al.  Material differentiation by dual energy CT: initial experience , 2007, European Radiology.

[26]  David J. Robertson,et al.  Gum arabic as a phytochemical construct for the stabilization of gold nanoparticles: in vivo pharmacokinetics and X-ray-contrast-imaging studies. , 2007, Small.

[27]  Andreas Höfer,et al.  Ein Programm für die Berechnung von diagnostischen Röntgenspektren , 1985 .

[28]  J Yorkston,et al.  Optimization of image acquisition techniques for dual-energy imaging of the chest. , 2007, Medical physics.

[29]  Raghuraman Kannan,et al.  Gold nanoparticle contrast in a phantom and juvenile swine: models for molecular imaging of human organs using x-ray computed tomography. , 2010, Academic radiology.

[30]  Stephen J McMahon,et al.  Radiotherapy in the presence of contrast agents: a general figure of merit and its application to gold nanoparticles , 2008, Physics in medicine and biology.

[31]  J M Boone,et al.  Comparison of x-ray cross sections for diagnostic and therapeutic medical physics. , 1996, Medical physics.

[32]  Cynthia H McCollough,et al.  Optimal Spectral Filtration for Dual-Energy and Dual-Source CT , 2009 .

[33]  John C. Slater,et al.  Atomic Radii in Crystals , 1964 .

[34]  Bruce H. Hasegawa,et al.  The Physics of Medical X-Ray Imaging , 1987 .

[35]  Valentin Fuster,et al.  Intravascular Modalities for Detection of Vulnerable Plaque: Current Status , 2003, Arteriosclerosis, thrombosis, and vascular biology.

[36]  V. Fuster,et al.  Clinical Imaging of the High-Risk or Vulnerable Atherosclerotic Plaque , 2001, Circulation research.

[37]  Sabee Molloi,et al.  Optimization of a flat-panel based real time dual-energy system for cardiac imaging. , 2006, Medical physics.

[38]  Zahi A Fayad,et al.  Noninvasive detection of macrophages using a nanoparticulate contrast agent for computed tomography , 2007, Nature Medicine.

[39]  J. Strzelczyk The Essential Physics of Medical Imaging , 2003 .