Automated quantitation of pericardiac fat from noncontrast CT

被引:88
作者
Dey, Damini [1 ]
Suzuki, Yasuyuki [1 ]
Suzuki, Shoji [1 ]
Ohba, Muneo [1 ]
Slomka, Piotr J. [1 ,2 ]
Polk, Donna [1 ,2 ]
Shaw, Leslee J. [3 ]
Berman, Daniel S. [1 ,2 ]
机构
[1] Cedars Sinai Med Ctr, Dept Imaging, Los Angeles, CA 90048 USA
[2] Calif State Univ Los Angeles, David Geffen Sch Med, Los Angeles, CA 90032 USA
[3] Emory Univ, Sch Med, Atlanta, GA USA
关键词
CT quantitation; pericardial fat; noncontrast CT; abdominal visceral fat; coronary calcium screening;
D O I
10.1097/RLI.0b013e31815a054a
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
Introduction: Increased abdominal visceral fat has been shown to be a cardiovascular risk factor. Preliminary studies indicate that pericardiac fat (PF) may provide similar information. We aimed to develop new software (QFAT) for automatic quantitation of PF from noncontrast cardiac CT and compare PF measures to other cardiovascular risk factors. Methods: QFAT accepts user-defined range of noncontrast transverse cardiac CT slices, automatically segments the heart, and determines PF volume (PFV) as contiguous pericardial fat voxels. PFV normalized to cardiac volume defines PF ratio (PFR). QFAT and manual processing (MAN) was performed in 105 patients (mean BMI, 27; range, 17-41) by 2 observers. Results: Mean processing time was 20 +/- 4 seconds for QFAT, and 9 +/- 6 minutes for MAN. There was excellent agreement between QFAT and MAN for PFV (R = 0.98) and PFR (R = 0.98). MAN and QFAT interobserver variability were comparable. Interscan and interscanner variability for PFV and PFR were comparable to corresponding interobserver variability. PFV (R = 0.88, P < 0.0001) and PFR (R = 0.81, P < 0.0001) correlated strongly with abdominal visceral fat area, moderately with BMI (R = 0.58, P < 0.0001 and R = 0.48, P < 0.0001), and weakly with abdominal subcutaneous fat area (R = 0.33, P < 0.0001 and R = 0.32, P 0.001). Conclusions: PFV and PFR can be accurately and automatically quantified from noncontrast CT acquired for coronary calcium screening and may provide complementary information regarding cardiovascular risk.
引用
收藏
页码:145 / 153
页数:9
相关论文
共 29 条
[1]   Computed tomography coronary angiography [J].
Achenbach, Stephan .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2006, 48 (10) :1919-1928
[2]   QUANTIFICATION OF CORONARY-ARTERY CALCIUM USING ULTRAFAST COMPUTED-TOMOGRAPHY [J].
AGATSTON, AS ;
JANOWITZ, WR ;
HILDNER, FJ ;
ZUSMER, NR ;
VIAMONTE, M ;
DETRANO, R .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1990, 15 (04) :827-832
[3]   The metabolic syndrome - a new worldwide definition [J].
Alberti, KGMM ;
Zimmet, P ;
Shaw, J .
LANCET, 2005, 366 (9491) :1059-1062
[4]  
BANDEKAR A, 2006, P 28 ANN INT C IEEE
[5]   Influence of a lipid-lowering therapy on calcified and noncalcified coronary plaques monitored by multislice detector computed tomography - Results of the New Age II pilot study [J].
Burgstahler, Christof ;
Reimann, Anja ;
Beck, Torsten ;
Kuettner, Axel ;
Baumann, Dorothee ;
Heuschmid, Martin ;
Brodoefel, Harald ;
Claussen, Claus D. ;
Kopp, Andreas F. ;
Schroeder, Stephen .
INVESTIGATIVE RADIOLOGY, 2007, 42 (03) :189-195
[6]  
Citrome Leslie, 2005, J Psychopharmacol, V19, P84, DOI 10.1177/0269881105058375
[7]   Executive summary of the Third Report of the National Cholesterol Education Program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) [J].
Cleeman, JI ;
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, DR ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Ernst, ND ;
Gordon, D ;
Levy, D ;
Rifkind, B ;
Rossouw, JE ;
Savage, P ;
Haffner, SM ;
Orloff, DG ;
Proschan, MA ;
Schwartz, JS ;
Sempos, CT ;
Shero, ST ;
Murray, EZ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (19) :2486-2497
[8]   Concordance of coronary artery calcium estimates between MDCT and electron beam tomography [J].
Daniell, AL ;
Wong, ND ;
Friedman, JD ;
Ben-Yosef, N ;
Miranda-Peats, R ;
Hayes, SW ;
Kang, XP ;
Sciammarella, MG ;
de Yang, L ;
Germano, G ;
Berman, DS .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2005, 185 (06) :1542-1545
[9]  
DEY D, 2006, INT J CARDIOVASC S1, V22, P5
[10]  
DEY D, RAD SOC N AM ANN M 2