Literature DB >> 30708357

Functional imaging of tumor vasculature using iodine and gadolinium-based nanoparticle contrast agents: a comparison of spectral micro-CT using energy integrating and photon counting detectors.

C T Badea1,2,3, D P Clark1, M Holbrook1, M Srivastava4, Y Mowery5, K B Ghaghada4.   

Abstract

Advances in computed tomography (CT) hardware have propelled the development of novel CT contrast agents. In particular, the spectral capabilities of x-ray CT can facilitate simultaneous imaging of multiple contrast agents. This approach is particularly useful for functional imaging of solid tumors by simultaneous visualization of multiple targets or architectural features that govern cancer development and progression. Nanoparticles are a promising platform for contrast agent development. While several novel imaging moieties based on high atomic number elements are being explored, iodine (I) and gadolinium (Gd) are particularly attractive because of their existing approval for clinical use. In this work, we investigate the in vivo discrimination of I and Gd nanoparticle contrast agents using both dual energy micro-CT with energy integrating detectors (DE-EID) and photon counting detector (PCD)-based spectral micro-CT. Simulations and phantom experiments were performed using varying concentrations of I and Gd to determine the imaging performance with optimized acquisition parameters. Quantitative spectral micro-CT imaging using liposomal-iodine (Lip-I) and liposomal-Gd (Lip-Gd) nanoparticle contrast agents was performed in sarcoma bearing mice for anatomical and functional imaging of tumor vasculature. Iterative reconstruction provided high sensitivity to detect and discriminate relatively low I and Gd concentrations. According to the Rose criterion applied to the experimental results, the detectability limits for I and Gd were approximately 2.5 mg ml-1 for both DE-EID CT and PCD micro-CT, even if the radiation dose was approximately 3.8 times lower with PCD micro-CT. The material concentration maps confirmed expected biodistributions of contrast agents in the blood, liver, spleen and kidneys. The PCD provided lower background signal and better simultaneous visualization of tumor vasculature and intratumoral distribution patterns of nanoparticle contrast agent compared to DE-EID decompositions. Preclinical spectral CT systems such as this could be useful for functional characterization of solid tumors, simultaneous quantitative imaging of multiple targets and for identifying clinically-relevant applications that benefit from the use of spectral imaging. Additionally, it could aid in the development nanoparticles that show promise in the developing field of cancer theranostics (therapy and diagnostics) by measuring vascular tumor biomarkers such as fractional blood volume and the delivery of liposomal chemotherapeutics.

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Year:  2019        PMID: 30708357      PMCID: PMC6607440          DOI: 10.1088/1361-6560/ab03e2

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  30 in total

1.  A dual micro-CT system for small animal imaging.

Authors:  C T Badea; S Johnston; B Johnson; M Lin; L W Hedlund; G Allan Johnson
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2008-04-18

Review 2.  Application of polychromatic µCT for mineral density determination.

Authors:  W Zou; N Hunter; M V Swain
Journal:  J Dent Res       Date:  2010-09-21       Impact factor: 6.116

3.  Lung imaging in rodents using dual energy micro-CT.

Authors:  C T Badea; X Guo; D Clark; S M Johnston; C Marshall; C Piantadosi
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2012-04-03

4.  A spatially and temporally restricted mouse model of soft tissue sarcoma.

Authors:  David G Kirsch; Daniela M Dinulescu; John B Miller; Jan Grimm; Philip M Santiago; Nathan P Young; G Petur Nielsen; Bradley J Quade; Christopher J Chaber; Christian P Schultz; Osamu Takeuchi; Roderick T Bronson; Denise Crowley; Stanley J Korsmeyer; Sam S Yoon; Francis J Hornicek; Ralph Weissleder; Tyler Jacks
Journal:  Nat Med       Date:  2007-08-05       Impact factor: 53.440

5.  In vivo characterization of tumor vasculature using iodine and gold nanoparticles and dual energy micro-CT.

Authors:  Darin P Clark; Ketan Ghaghada; Everett J Moding; David G Kirsch; Cristian T Badea
Journal:  Phys Med Biol       Date:  2013-02-19       Impact factor: 3.609

6.  T1 relaxivity of core-encapsulated gadolinium liposomal contrast agents--effect of liposome size and internal gadolinium concentration.

Authors:  Ketan Ghaghada; Catherine Hawley; Keigo Kawaji; Ananth Annapragada; Srinivasan Mukundan
Journal:  Acad Radiol       Date:  2008-10       Impact factor: 3.173

7.  Human Imaging With Photon Counting-Based Computed Tomography at Clinical Dose Levels: Contrast-to-Noise Ratio and Cadaver Studies.

Authors:  Ralf Gutjahr; Ahmed F Halaweish; Zhicong Yu; Shuai Leng; Lifeng Yu; Zhoubo Li; Steven M Jorgensen; Erik L Ritman; Steffen Kappler; Cynthia H McCollough
Journal:  Invest Radiol       Date:  2016-07       Impact factor: 6.016

8.  Ultra High-Resolution In vivo Computed Tomography Imaging of Mouse Cerebrovasculature Using a Long Circulating Blood Pool Contrast Agent.

Authors:  Zbigniew Starosolski; Carlos A Villamizar; David Rendon; Michael J Paldino; Dianna M Milewicz; Ketan B Ghaghada; Ananth V Annapragada
Journal:  Sci Rep       Date:  2015-05-18       Impact factor: 4.379

Review 9.  In vivo small animal micro-CT using nanoparticle contrast agents.

Authors:  Jeffrey R Ashton; Jennifer L West; Cristian T Badea
Journal:  Front Pharmacol       Date:  2015-11-04       Impact factor: 5.810

10.  Dual-Energy CT Imaging of Tumor Liposome Delivery After Gold Nanoparticle-Augmented Radiation Therapy.

Authors:  Jeffrey R Ashton; Katherine D Castle; Yi Qi; David G Kirsch; Jennifer L West; Cristian T Badea
Journal:  Theranostics       Date:  2018-02-12       Impact factor: 11.600

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  7 in total

1.  Dual source hybrid spectral micro-CT using an energy-integrating and a photon-counting detector.

Authors:  M D Holbrook; D P Clark; C T Badea
Journal:  Phys Med Biol       Date:  2020-10-21       Impact factor: 3.609

Review 2.  Advances in micro-CT imaging of small animals.

Authors:  D P Clark; C T Badea
Journal:  Phys Med       Date:  2021-07-17       Impact factor: 3.119

Review 3.  Preclinical Applications of Multi-Platform Imaging in Animal Models of Cancer.

Authors:  Natalie J Serkova; Kristine Glunde; Chad R Haney; Mohammed Farhoud; Alexandra De Lille; Elizabeth F Redente; Dmitri Simberg; David C Westerly; Lynn Griffin; Ralph P Mason
Journal:  Cancer Res       Date:  2020-12-01       Impact factor: 13.312

4.  Photon-counting cine-cardiac CT in the mouse.

Authors:  Darin P Clark; Matthew Holbrook; Chang-Lung Lee; Cristian T Badea
Journal:  PLoS One       Date:  2019-09-19       Impact factor: 3.240

5.  Photon Counting CT and Radiomic Analysis Enables Differentiation of Tumors Based on Lymphocyte Burden.

Authors:  Alex J Allphin; Yvonne M Mowery; Kyle J Lafata; Darin P Clark; Alex M Bassil; Rico Castillo; Diana Odhiambo; Matthew D Holbrook; Ketan B Ghaghada; Cristian T Badea
Journal:  Tomography       Date:  2022-03-10

6.  Detection of response to tumor microenvironment-targeted cellular immunotherapy using nano-radiomics.

Authors:  Laxman Devkota; Zbigniew Starosolski; Charlotte H Rivas; Igor Stupin; Ananth Annapragada; Ketan B Ghaghada; Robin Parihar
Journal:  Sci Adv       Date:  2020-07-10       Impact factor: 14.136

Review 7.  Spatial heterogeneity of nanomedicine investigated by multiscale imaging of the drug, the nanoparticle and the tumour environment.

Authors:  Josanne Sophia de Maar; Alexandros Marios Sofias; Tiffany Porta Siegel; Rob J Vreeken; Chrit Moonen; Clemens Bos; Roel Deckers
Journal:  Theranostics       Date:  2020-01-01       Impact factor: 11.556

  7 in total

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