Renal Blood Oxygenation Level-Dependent Magnetic Resonance Imaging A Sensitive and Objective Analysis

被引:29
作者
Thacker, Jon M. [1 ]
Li, Lu-Ping [2 ,3 ]
Li, Wei [2 ]
Zhou, Ying [4 ]
Sprague, Stuart M. [3 ,5 ]
Prasad, Pottumarthi V. [2 ,3 ]
机构
[1] Northwestern Univ, Dept Biomed Engn, Evanston, IL 60208 USA
[2] NorthShore Univ Healthsyst, Dept Radiol, Ctr Adv Imaging, Evanston, IL 60201 USA
[3] Univ Chicago, Pritzker Sch Med, Dept Med, Chicago, IL 60637 USA
[4] NorthShore Univ Healthsyst, Ctr Biomed & Res Informat, Evanston, IL 60201 USA
[5] NorthShore Univ Healthsyst, Dept Med, Evanston, IL 60201 USA
基金
美国国家卫生研究院;
关键词
renal; chronic kidney disease; oxygenation; BOLD MRI; R2*distribution; CHRONIC KIDNEY-DISEASE; INTRARENAL OXYGENATION; BOLD-MRI; HISTOGRAM ANALYSIS; NONINVASIVE EVALUATION; CHRONIC HYPOXIA; DIFFERENTIATION; REPRODUCIBILITY; FUROSEMIDE; TISSUE;
D O I
10.1097/RLI.0000000000000190
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
Objectives The aim of this study was to determine a robust (sensitive and objective) method for analyzing renal blood oxygenation level-dependent magnetic resonance imaging data. Materials and Methods Forty-seven subjects (30 with chronic kidney disease [CKD] and 17 controls) were imaged at baseline and after furosemide with a multiecho gradient recalled echo sequence. Conventional analysis consisted of regional segmentation (small cortex, large cortex, and medulla), followed by computing the mean of each region. In addition, we segmented the entire parenchyma and computed the mean ((1)) plus higher moments ((2), (3), and (4)). Two raters performed each of the segmentation steps, and agreement was assessed with intraclass correlation coefficients (ICCs). We used a measure of effect size (Cohen's d value), in addition to the usual measure of statistical significance, P values, for determining significant results. Results The mean of the renal parenchyma showed the highest agreement between raters (ICC, 0.99), and the higher parenchyma moments were on par with large cortical region of interest (ROI) ICC. The renal parenchymal mean also exhibited significant sensitivity to changes after furosemide administration in healthy subjects (P = 0.002, d = 0.84), in agreement with medullary ROIs (P = 0.002, d = 1.59). When comparing controls and subjects with CKD at baseline, cortical ROI showed a significant difference (P = 0.015, d = -0.69), whereas the parenchyma ROI did not (P = 0.152, d = 0.39). Post-furosemide data in all regions resulted in a significant difference (large cortex: P = 0.026, d = -0.51; medulla: P = 0.019, d = -0.61) with the renal parenchyma ROI resulting in the largest effect size (P = 0.003, d = -0.75). Higher moments of the renal parenchyma showed similar significant differences as well. Conclusions Overall, our data support the use of the entire parenchyma to evaluate changes in the medulla after administration of furosemide, a widely used pharmacological maneuver. Changes in higher moments indicate that there is more than just a shift in the mean renal R2* and may provide clinically relevant information without the need for subjective regional segmentation. For evaluating differences between controls and subjects with CKD at baseline; large cortical ROI provided the highest sensitivity and objectivity. A combination of renal parenchyma assessment and large cortical ROI may provide the most robust method of evaluating renal blood oxygenation level-dependent magnetic resonance imaging data.
引用
收藏
页码:821 / 827
页数:7
相关论文
共 31 条
[1]  
[Anonymous], SciPy: Open source scientific tools for Python
[2]   DETERMINANTS OF INTRARENAL OXYGENATION .1. EFFECTS OF DIURETICS [J].
BREZIS, M ;
AGMON, Y ;
EPSTEIN, FH .
AMERICAN JOURNAL OF PHYSIOLOGY-RENAL PHYSIOLOGY, 1994, 267 (06) :F1059-F1062
[3]   Compartmental Analysis of Renal BOLD MRI Data Introduction and Validation [J].
Ebrahimi, Behzad ;
Gloviczki, Monika ;
Woollard, John R. ;
Crane, John A. ;
Textor, Stephen C. ;
Lerman, Lilach O. .
INVESTIGATIVE RADIOLOGY, 2012, 47 (03) :175-182
[4]   Effects of furosemide on medullary oxygenation in younger and older subjects [J].
Epstein, FH ;
Prasad, P .
KIDNEY INTERNATIONAL, 2000, 57 (05) :2080-2083
[5]   Chronic hypoxia as a mechanism of progression of chronic kidney diseases: from hypothesis to novel therapeutics [J].
Fine, Leon G. ;
Norman, Jill T. .
KIDNEY INTERNATIONAL, 2008, 74 (07) :867-872
[6]  
Fine LG, 1998, KIDNEY INT, pS74
[7]   Subtype Differentiation of Renal Tumors Using Voxel-Based Histogram Analysis of Intravoxel Incoherent Motion Parameters [J].
Gaing, Byron ;
Sigmund, Eric E. ;
Huang, William C. ;
Babb, James S. ;
Parikh, Nainesh S. ;
Stoffel, David ;
Chandarana, Hersh .
INVESTIGATIVE RADIOLOGY, 2015, 50 (03) :144-152
[8]   Effect sizes and p values: What should be reported and what should be replicated? [J].
Greenwald, AG ;
Gonzalez, R ;
Harris, RJ ;
Guthrie, D .
PSYCHOPHYSIOLOGY, 1996, 33 (02) :175-183
[9]   Noninvasive Evaluation of Kidney Hypoxia and Fibrosis Using Magnetic Resonance Imaging [J].
Inoue, Tsutomu ;
Kozawa, Eito ;
Okada, Hirokazu ;
Inukai, Kouichi ;
Watanabe, Shinichi ;
Kikuta, Tomohiro ;
Watanabe, Yusuke ;
Takenaka, Tsuneo ;
Katayama, Shigehiro ;
Tanaka, Junji ;
Suzuki, Hiromichi .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 22 (08) :1429-1434
[10]   What causes diminished corticomedullary differentiation in renal insufficiency? [J].
Lee, Vivian S. ;
Kaur, Manmeen ;
Bokacheva, Louisa ;
Chen, Qun ;
Rusinek, Henry ;
Thakur, Ravi ;
Moses, Daniel ;
Nazzaro, Carol ;
Kramer, Elissa L. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2007, 25 (04) :790-795