Improved repeatability of dynamic contrast-enhanced MRI using the complex MRI signal to derive arterial input functions: a test-retest study in prostate cancer patients
Purpose: The arterial input function (AIF) is a major source of uncertainty in tracer kinetic (TK) analysis of dynamic contrast-enhanced (DCE)-MRI data. The aim of this study was to investigate the repeatability of AIFs extracted from the complex signal and of the resulting TK parameters in prostate cancer patients. Methods: Twenty-two patients with biopsy-proven prostate cancer underwent a 3T MRI exam twice. DCE-MRI data were acquired with a 3D spoiled gradient echo sequence. AIFs were extracted from the magnitude of the signal (AIF(MAGN)), phase (AIF(PHASE)), and complex signal (AIF(COMPLEX)). The Tofts model was applied to extract K-trans, k(ep) and v(e). Repeatability of AIF curve characteristics and TK parameters was assessed with the within-subject coefficient of variation (wCV). Results: The wCV for peak height and full width at half maximum for AIF(COMPLEX) (7% and 8%) indicated an improved repeatability compared to AIF(MAGN) (12% and 12%) and AIF(PHASE) (12% and 7%). This translated in lower wCV values for K-trans (11%) with AIF(COMPLEX) in comparison to AIF(MAGN) (24%) and AIF(PHASE) (15%). For k(ep), the wCV was 16% with AIF(MAGN), 13% with AIF(PHASE), and 13% with AIF(COMPLEX). Conclusion: Repeatability of AIF(PHASE), and AIF(COMPLEX )is higher than for AIF(MAGN), resulting in a better repeatability of TK parameters. Thus, use of either AIF(PHASE) or AIF(COMPLEX) improves the robustness of quantitative analysis of DCE-MRI in prostate cancer.
机构:
Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Wang, Shiyang
Fan, Xiaobing
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Fan, Xiaobing
Zhang, Yue
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Zhang, Yue
Medved, Milica
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Medved, Milica
He, Dianning
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Northeastern Univ, Sino Dutch Biomed & Informat Engn Sch, Shenyang, Liaoning, Peoples R ChinaUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
He, Dianning
Yousuf, Ambereen
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Yousuf, Ambereen
Jamison, Ernest
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Jamison, Ernest
Oto, Aytekin
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
Oto, Aytekin
Karczmar, Gregory S.
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Univ Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USAUniv Chicago, Dept Radiol, 5841 S Maryland Ave,MC2026, Chicago, IL 60637 USA
机构:
Peter MacCallum Canc Ctr, Div Radiat Oncol, Melbourne, Vic, Australia
Univ Melbourne, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, AustraliaUniv Auckland, Auckland Bioengn Inst, Auckland, New Zealand
Williams, Scott
Mitchell, Catherine
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Peter MacCallum Canc Ctr, Dept Pathol, Melbourne, Vic, AustraliaUniv Auckland, Auckland Bioengn Inst, Auckland, New Zealand
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South Korea
Chung, Julius
Kim, Jae-Hun
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul 135710, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul 135710, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South Korea
Kim, Jae-Hun
Lee, Eun Ju
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul 135710, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul 135710, South Korea
Seoul Vet Hosp, Dept Radiol, Seoul, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South Korea
Lee, Eun Ju
Kim, Yoo Na
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul 135710, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul 135710, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South Korea
Kim, Yoo Na
Yi, Chin A.
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Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Dept Radiol, Seoul 135710, South Korea
Sungkyunkwan Univ, Sch Med, Samsung Med Ctr, Ctr Imaging Sci, Seoul 135710, South KoreaSungkyunkwan Univ, Sch Med, Samsung Med Ctr, Samsung Adv Inst Hlth Sci & Technol, Seoul 135710, South Korea
机构:
Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Univ Med Mainz, Dept Diagnost & Intervent Radiol, Mainz, GermanyMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Hoetker, Andreas M.
Mazaheri, Yousef
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Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Mazaheri, Yousef
Aras, Oemer
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Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Aras, Oemer
Zheng, Junting
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Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Zheng, Junting
Moskowitz, Chaya S.
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Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Moskowitz, Chaya S.
Gondo, Tatsuo
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Mem Sloan Kettering Canc Ctr, Dept Surg, Urol Serv, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Gondo, Tatsuo
Matsumoto, Kazuhiro
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Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Matsumoto, Kazuhiro
Hricak, Hedvig
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Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA
Hricak, Hedvig
Akin, Oguz
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Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10065 USA