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:
Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Peled, Sharon
Vangel, Mark
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Harvard Med Sch, Boston, MA 02115 USA
Massachusetts Gen Hosp, Dept Radiol, Boston, MA USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Vangel, Mark
Kikinis, Ron
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Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Kikinis, Ron
Tempany, Clare M.
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Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Tempany, Clare M.
Fennessy, Fiona M.
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Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Fennessy, Fiona M.
Fedorov, Andrey
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Brigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA 02115 USABrigham & Womens Hosp, Dept Radiol, Boston, MA 02115 USA
机构:
Oslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway
Univ Oslo, Fac Med, Oslo, Norway
Oslo Univ Hosp, Div Radiol & Nucl Med, Unit Computat Radiol & Artificial Intelligence, Oslo, NorwayOslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway
Kleppesto, Magne
Bjornerud, Atle
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Oslo Univ Hosp, Div Radiol & Nucl Med, Unit Computat Radiol & Artificial Intelligence, Oslo, Norway
Univ Oslo, Fac Math & Nat Sci, Dept Phys, Oslo, Norway
Univ Oslo, Dept Psychol, Fac Social Sci, Oslo, NorwayOslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway
Bjornerud, Atle
Groote, Inge Rasmus
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Oslo Univ Hosp, Div Radiol & Nucl Med, Unit Computat Radiol & Artificial Intelligence, Oslo, Norway
Vestfold Hosp Trust, Dept Radiol, Tonsberg, NorwayOslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway
Groote, Inge Rasmus
Kim, Minjae
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Univ Ulsan, Dept Radiol, Asan Med Ctr, Coll Med, Seoul, South Korea
Univ Ulsan, Dept Radiol, Coll Med, Asan Med Ctr, Seoul, South Korea
Univ Ulsan, Res Inst Radiol, Coll Med, Asan Med Ctr, Seoul, South KoreaOslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway
Kim, Minjae
Vardal, Jonas
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Oslo Univ Hosp, Div Radiol & Nucl Med, Unit Computat Radiol & Artificial Intelligence, Oslo, Norway
Vestre Viken Hosp Trust, Dept Radiol, Drammen, NorwayOslo Univ Hosp, Div Radiol & Nucl Med, Dept Diagnost Phys, Oslo, Norway