PurposeRenal dynamic contrast-enhanced (DCE) MRI provides information on renal perfusion and filtration. However, clinical implementation is hampered by challenges in postprocessing as a result of misalignment of the kidneys due to respiration. We propose to perform automated image registration using the fat-only images derived from a modified Dixon reconstruction of a dual-echo acquisition because these provide consistent contrast over the dynamic series. MethodsDCE data of 10 hypertensive patients was used. Dual-echo images were acquired at 1.5T with temporal resolution of 3.9 s during contrast agent injection. Dixon fat, water, and in-phase and opposed-phase (OP) images were reconstructed. Postprocessing was automated. Registration was performed both to fat images and OP images for comparison. Perfusion and filtration values were extracted from a two-compartment model fit. ResultsAutomatic registration to fat images performed better than automatic registration to OP images with visible contrast enhancement. Median vertical misalignment of the kidneys was 14mm prior to registration, compared to 3mm and 5mm with registration to fat images and OP images, respectively (P=0.03). Mean perfusion values and MR-based glomerular filtration rates (GFR) were 23364mL/100mL/min and 60 +/- 36mL/minute, respectively, based on fat-registered images. MR-based GFR correlated with creatinine-based GFR (P=0.04) for fat-registered images. For unregistered and OP-registered images, this correlation was not significant. ConclusionAbsence of contrast changes on Dixon fat images improves registration in renal DCE MRI and enables automated postprocessing, resulting in a more accurate estimation of GFR. Magn Reson Med 80:66-76, 2018. (c) 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Univ Hosp Zurich, Inst Diagnost & Intervent Radiol, Zurich, Switzerland
Univ Zurich, Zurich, SwitzerlandIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Stocker, Daniel
Hectors, Stefanie
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Hectors, Stefanie
Bane, Octavia
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Bane, Octavia
Vietti-Violi, Naik
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Lausanne Univ Hosp, Dept Radiol, Lausanne, SwitzerlandIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Vietti-Violi, Naik
Said, Daniela
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Univ Los Andes, Dept Radiol, Santiago, ChileIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Said, Daniela
Kennedy, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Kennedy, Paul
Cuevas, Jordan
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Cuevas, Jordan
Cunha, Guilherme M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Liver Imaging Grp, Radiol, San Diego, CA 92103 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Cunha, Guilherme M.
Sirlin, Claude B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Liver Imaging Grp, Radiol, San Diego, CA 92103 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Sirlin, Claude B.
Fowler, Kathryn J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Liver Imaging Grp, Radiol, San Diego, CA 92103 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Fowler, Kathryn J.
Lewis, Sara
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Lewis, Sara
Taouli, Bachir
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Dept Diagnost Mol & Intervent Radiol, 1470 Madison Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, BioMed Engn & Imaging Inst, New York, NY 10029 USA
机构:
Chongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Hu, Ran
Yang, Hua
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Yang, Hua
Chen, Yong
论文数: 0引用数: 0
h-index: 0
机构:
North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 234 Fujiang Rd, Nanchong 637000, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Chen, Yong
Zhou, Ting
论文数: 0引用数: 0
h-index: 0
机构:
North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 234 Fujiang Rd, Nanchong 637000, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Zhou, Ting
Zhang, Ju
论文数: 0引用数: 0
h-index: 0
机构:
North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 234 Fujiang Rd, Nanchong 637000, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Zhang, Ju
Chen, Tian Wu
论文数: 0引用数: 0
h-index: 0
机构:
North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 234 Fujiang Rd, Nanchong 637000, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China
Chen, Tian Wu
Zhang, Xiao Ming
论文数: 0引用数: 0
h-index: 0
机构:
North Sichuan Med Coll, Affiliated Hosp, Dept Radiol, Sichuan Key Lab Med Imaging, 234 Fujiang Rd, Nanchong 637000, Peoples R ChinaChongqing Tradit Chinese Med Hosp, Dept Radiol, 6,Panxi 7th Rd, Chongqing 400021, Peoples R China