Dual-Energy Micro-CT Functional Imaging of Primary Lung Cancer in Mice Using Gold and Iodine Nanoparticle Contrast Agents: A Validation Study

被引:76
作者
Ashton, Jeffrey R. [1 ,5 ]
Clark, Darin P. [1 ,5 ]
Moding, Everett J. [2 ]
Ghaghada, Ketan [3 ]
Kirsch, David G. [2 ,4 ]
West, Jennifer L. [5 ]
Badea, Cristian T. [1 ]
机构
[1] Duke Univ, Med Ctr, Ctr Vivo Microscopy, Durham, NC 27708 USA
[2] Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Durham, NC USA
[3] Texas Childrens Hosp, Edward B Singleton Dept Pediat Radiol, Houston, TX 77030 USA
[4] Duke Univ, Med Ctr, Dept Radiat Oncol, Durham, NC USA
[5] Duke Univ, Dept Biomed Engn, Durham, NC 27706 USA
来源
PLOS ONE | 2014年 / 9卷 / 02期
基金
美国国家卫生研究院;
关键词
DOSE HELICAL CT; TUMOR VASCULATURE; PERMEABILITY; NANOPROBE; DISEASES; NODULES; SIZE;
D O I
10.1371/journal.pone.0088129
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose: To provide additional functional information for tumor characterization, we investigated the use of dual-energy computed tomography for imaging murine lung tumors. Tumor blood volume and vascular permeability were quantified using gold and iodine nanoparticles. This approach was compared with a single contrast agent/single-energy CT method. Ex vivo validation studies were performed to demonstrate the accuracy of in vivo contrast agent quantification by CT. Methods: Primary lung tumors were generated in LSL-Kras(G12D);p53(FL/FL) mice. Gold nanoparticles were injected, followed by iodine nanoparticles two days later. The gold accumulated in tumors, while the iodine provided intravascular contrast. Three dual-energy CT scans were performed-two for the single contrast agent method and one for the dual contrast agent method. Gold and iodine concentrations in each scan were calculated using a dual-energy decomposition. For each method, the tumor fractional blood volume was calculated based on iodine concentration, and tumor vascular permeability was estimated based on accumulated gold concentration. For validation, the CT-derived measurements were compared with histology and inductively-coupled plasma optical emission spectroscopy measurements of gold concentrations in tissues. Results: Dual-energy CT enabled in vivo separation of gold and iodine contrast agents and showed uptake of gold nanoparticles in the spleen, liver, and tumors. The tumor fractional blood volume measurements determined from the two imaging methods were in agreement, and a high correlation (R-2 = 0.81) was found between measured fractional blood volume and histology-derived microvascular density. Vascular permeability measurements obtained from the two imaging methods agreed well with ex vivo measurements. Conclusions: Dual-energy CT using two types of nanoparticles is equivalent to the single nanoparticle method, but allows for measurement of fractional blood volume and permeability with a single scan. As confirmed by ex vivo methods, CT-derived nanoparticle concentrations are accurate. This method could play an important role in lung tumor characterization by CT.
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页数:14
相关论文
共 47 条
  • [1] Ashton JR, 2013, CONTRAST ME IN PRESS
  • [2] Gold Nanoparticles Provide Bright Long-Lasting Vascular Contrast for CT Imaging
    Au, Joyce T.
    Craig, Gary
    Longo, Valerie
    Zanzonico, Pat
    Mason, Michael
    Fong, Yuman
    Allen, Peter J.
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2013, 200 (06) : 1347 - 1351
  • [3] A reproducible evaluation of ANTs similarity metric performance in brain image registration
    Avants, Brian B.
    Tustison, Nicholas J.
    Song, Gang
    Cook, Philip A.
    Klein, Arno
    Gee, James C.
    [J]. NEUROIMAGE, 2011, 54 (03) : 2033 - 2044
  • [4] Micro-CT with respiratory and cardiac gating
    Badea, C
    Hedlund, LW
    Johnson, GA
    [J]. MEDICAL PHYSICS, 2004, 31 (12) : 3324 - 3329
  • [5] Badea C, 2011, P SPIE, V7961
  • [6] A dual micro-CT system for small animal imaging - art. no. 691342
    Badea, C. T.
    Johnston, S.
    Johnson, B.
    Lin, M.
    Hedlund, L. W.
    Johnson, G. Allan
    [J]. MEDICAL IMAGING 2008: PHYSICS OF MEDICAL IMAGING, PTS 1-3, 2008, 6913 : 91342 - 91342
  • [7] Dual-energy micro-CT of the rodent lung
    Badea, C. T.
    Guo, X.
    Clark, D.
    Johnston, S. M.
    Marshall, C. D.
    Piantadosi, C. A.
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-LUNG CELLULAR AND MOLECULAR PHYSIOLOGY, 2012, 302 (10) : L1088 - L1097
  • [8] Computed Tomography Imaging of Primary Lung Cancer in Mice Using a Liposomal-Iodinated Contrast Agent
    Badea, Cristian T.
    Athreya, Khannan K.
    Espinosa, Gabriela
    Clark, Darin
    Ghafoori, A. Paiman
    Li, Yifan
    Kirsch, David G.
    Johnson, G. Allan
    Annapragada, Ananth
    Ghaghada, Ketan B.
    [J]. PLOS ONE, 2012, 7 (04):
  • [9] Badea CT., 2011, P SPIE INT SOC OPTIC, P7961
  • [10] An overview of the clinical pharmacokinetics of x-ray contrast media
    Bourin, M
    Jolliet, P
    Ballereau, F
    [J]. CLINICAL PHARMACOKINETICS, 1997, 32 (03) : 180 - 193