Quantitative, Simultaneous PET/MRI for Intratumoral Imaging with an MRI-Compatible PET Scanner

被引:23
|
作者
Ng, Thomas S. C. [1 ]
Bading, James R. [2 ]
Park, Ryan [3 ]
Sohi, Hargun [1 ]
Procissi, Daniel [1 ]
Colcher, David [2 ]
Conti, Peter S. [3 ]
Cherry, Simon R. [4 ]
Raubitschek, Andrew A. [2 ]
Jacobs, Russell E. [1 ]
机构
[1] CALTECH, Biol Imaging Ctr, Beckman Inst, Pasadena, CA 91125 USA
[2] Beckman Res Inst City Hope, Dept Canc Immunotherapeut & Tumor Immunol, Duarte, CA USA
[3] Univ So Calif, Keck Sch Med, Mol Imaging Ctr, Dept Radiol, Los Angeles, CA 90033 USA
[4] Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA
关键词
PET/MRI; multimodal imaging; tumor heterogeneity; quantitative molecular imaging; preclinical; POSITRON-EMISSION-TOMOGRAPHY; PERFORMANCE EVALUATION; IN-VIVO; MODEL;
D O I
10.2967/jnumed.111.099861
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Noninvasive methods are needed to explore the heterogeneous tumor microenvironment and its modulation by therapy. Hybrid PET/MRI systems are being developed for small-animal and clinical use. The advantage of these integrated systems depends on their ability to provide MR images that are spatially coincident with simultaneously acquired PET images, allowing combined functional MRI and PET studies of intratissue heterogeneity. Although much effort has been devoted to developing this new technology, the issue of quantitative and spatial fidelity of PET images from hybrid PET/MRI systems to the tissues imaged has received little attention. Here, we evaluated the ability of a first-generation, small-animal MRI-compatible PET scanner to accurately depict heterogeneous patterns of radiotracer uptake in tumors. Methods: Quantitative imaging characteristics of the MRI-compatible PET (PET/MRI) scanner were evaluated with phantoms using calibration coefficients derived from a mouse-sized linearity phantom. PET performance was compared with a commercial small-animal PET system and autoradiography in tumor-bearing mice. Pixel and structure-based similarity metrics were used to evaluate image concordance among modalities. Feasibility of simultaneous PET/MRI functional imaging of tumors was explored by following Cu-64-labeled antibody uptake in relation to diffusion MRI using cooccurrence matrix analysis. Results: The PET/MRI scanner showed stable and linear response. Activity concentration recovery values (measured and true activity concentration) calculated for 4-mm-diameter rods within linearity and uniform activity rod phantoms were near unity (0.97 +/- 0.06 and 1.03 +/- 0.03, respectively). Intratumoral uptake patterns for both F-18-FDG and a Cu-64-antibody acquired using the PET/MRI scanner and small-animal PET were highly correlated with autoradiography (r > 0.99) and with each other (r = 0.97 +/- 0.01). On the basis of these data, we performed a preliminary study comparing diffusion MRI and radiolabeled antibody uptake patterns over time and visualized movement of antibodies from the vascular space into the tumor mass. Conclusion: The MRI-compatible PET scanner provided tumor images that were quantitatively accurate and spatially concordant with autoradiography and the small-animal PET examination. Cooccurrence matrix approaches enabled effective analysis of multimodal image sets. These observations confirm the ability of the current simultaneous PET/MRI system to provide accurate observations of intratumoral function and serve as a benchmark for future evaluations of hybrid instrumentation.
引用
收藏
页码:1102 / 1109
页数:8
相关论文
共 50 条
  • [1] Initial Results of Simultaneous PET/MRI Experiments with an MRI-Compatible Silicon Photomultiplier PET Scanner
    Yoon, Hyun Suk
    Ko, Guen Bae
    Kwon, Sun Il
    Lee, Chan Mi
    Ito, Mikiko
    Song, In Chan
    Lee, Dong Soo
    Hong, Seong Jong
    Lee, Jae Sung
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2012, 53 (04) : 608 - 614
  • [2] Development of an MRI-compatible digital SiPM detector stack for simultaneous PET/MRI
    Duppenbecker, Peter M.
    Weissler, Bjoern
    Gebhardt, Pierre
    Schug, David
    Wehner, Jakob
    Marsden, Paul K.
    Schulz, Volkmar
    [J]. BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2016, 2 (01):
  • [3] Readout Technologies for the BNL-UPenn MRI-Compatible PET Scanner for Rodents
    Purschke, Martin L.
    Budassi, M.
    Cao, T.
    Fried, J.
    Gualtieri, E.
    Junnarkar, S. S.
    Karp, J. S.
    Maramraju, S. -H.
    O'Connor, P.
    Pratte, J. -P.
    Ravindranath, B.
    Schlyer, D.
    Stoll, S. P.
    Vaska, P.
    Woody, C.
    [J]. 2011 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), 2011, : 617 - 620
  • [4] Silicon photomultiplier modules for MRI-compatible PET
    Sul, Woo-Suk
    Kim, Hyoungtaek
    Cho, Gyuseong
    [J]. JOURNAL OF INSTRUMENTATION, 2015, 10
  • [5] PET Imaging of Leg Arteries for Determining the Input Function in PET/MRI Brain Studies Using a Compact, MRI-Compatible PET System
    Wei, Shouyi
    Joshi, Nandita
    Salerno, Michael
    Ouellette, David
    Saleh, Lemise
    Delorenzo, Christine
    Woody, Craig
    Schlyer, David
    Purschke, Martin L.
    Pratte, Jean-Francois
    Junnarkar, Sachin
    Budassi, Michael
    Cao, Tuoyu
    Fried, Jack
    Karp, Joel S.
    Vaska, Paul
    [J]. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2022, 6 (05) : 583 - 591
  • [6] Development of a simultaneous PET/MRI scanner
    Schlyer, D
    Rooney, W
    Woody, C
    Vaska, P
    Kriplani, A
    Stoll, S
    [J]. 2004 IEEE NUCLEAR SCIENCE SYMPOSIUM CONFERENCE RECORD, VOLS 1-7, 2004, : 3419 - 3421
  • [7] Initial tests of a prototype MRI-compatible PET imager
    Raylman, Raymond R.
    Majewski, Stan
    Lemieux, Susan
    Velan, S. Sendhil
    Kross, Brain
    Popov, Vladimir
    Smith, Mark F.
    Weisenberger, Andrew G.
    Wojcik, Randy
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2006, 569 (02): : 306 - 309
  • [8] Simultaneous PET/MR body imaging in rats: initial experiences with an integrated PET/MRI scanner
    Mitsuaki Tatsumi
    Seiichi Yamamoto
    Masao Imaizumi
    Tadashi Watabe
    Yasukazu Kanai
    Masaaki Aoki
    Hiroki Kato
    Eku Shimosegawa
    Jun Hatazawa
    [J]. Annals of Nuclear Medicine, 2012, 26 : 444 - 449
  • [9] Simultaneous PET/MR body imaging in rats: initial experiences with an integrated PET/MRI scanner
    Tatsumi, Mitsuaki
    Yamamoto, Seiichi
    Imaizumi, Masao
    Watabe, Tadashi
    Kanai, Yasukazu
    Aoki, Masaaki
    Kato, Hiroki
    Shimosegawa, Eku
    Hatazawa, Jun
    [J]. ANNALS OF NUCLEAR MEDICINE, 2012, 26 (05) : 444 - 449
  • [10] The mobile PET insert for simultaneous PET/MRI imaging
    Zielinski, M.
    Glowacz, B.
    Alfs, D.
    Bednarski, T.
    Bialas, P.
    Czerwinski, E.
    Gajos, A.
    Gorgol, M.
    Jasinska, B.
    Kaminska, D.
    Kaplon, L.
    Korcyl, G.
    Kowalski, P.
    Kozik, T.
    Krzemien, W.
    Kubicz, E.
    Mohammed, M.
    Pawlik-Niedzwiecka, M.
    Niedzwiecki, S.
    Palka, M.
    Raczynski, L.
    Rudy, Z.
    Rundel, O.
    Sharma, N. G.
    Silarski, M.
    Slomski, A.
    Strzelecki, A.
    Wieczorek, A.
    Wislicki, W.
    Zgardzinska, B.
    Moskal, P.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2016, 118 : S117 - S118