Quantification of fat deposition in bone marrow in the lumbar vertebra by proton MRS and in-phase and out-of-phase MRI for the diagnosis of osteoporosis

被引:8
作者
Zhang, Lingyan [1 ]
Li, Shaolin [1 ]
Hao, Shuai [1 ]
Yuan, Zhen [2 ]
机构
[1] Southern Med Univ, Acad Orthoped Guangdong Prov, Affiliated Hosp 3, Dept Med Imaging, Guangzhou 510630, Guangdong, Peoples R China
[2] Univ Macau, Fac Hlth Sci, Bioimaging Core, Taipa, Macau Sar, Peoples R China
关键词
1H-MRS; in-phase and out-of-phase MRI; bones; osteoporosis; dual-energy x-ray absorptiometry; PHOTOACOUSTIC TOMOGRAPHY; MINERAL DENSITY; ADIPOSE-TISSUE; SPECTROSCOPY; OSTEOARTHRITIS; DISEASE; ADULTS; FNIRS; WOMEN; SPINE;
D O I
10.3233/XST-160549
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The goal for this study was to investigate if proton MRS(1H-MRS) and out-of-phase and in-phase MRI can quantify the fat deposition in bone marrow within the lumbar vertebra that can be used to distinguish well between osteoporosis patients and healthy control subjects. Sixty-eight subjects participated in this study. The diagnostic results from dual-energy x-ray absorptiometry served as the gold standard, which was able to separate the subjects into osteoporosis (38 subjects) and non-osteoporosis group (30 subjects). Then the 68 subjects were further scanned by 1H-MRS and in-phase and out-of-phase MRI and the findings from the imaging methods were also compared and analyzed. It was found that the measured signal intensity ratio (SIR), lipid-water ratio (LWR) and fat fraction (FF) in L2 vertebra from the two imaging methods were able to identify the fat deposition in bone marrow, which could be used to diagnose osteoporosis. Diagnostic accuracy for osteoporosis based on identified SIR, LRW and FF was analyzed by using ROC curves. Our findings suggested that statistically significant differences were identified between osteoporosis patients and healthy subjects. The sensitivity and specificity equal to 78.9% and 75.9% for SIR, 79.2% and 66.7% for LRW, 71.4% and 72.4% for FF, can be achieved when fat deposition-related parameters in bone marrow from the lumbar vertebra are used as classifiers. Our results showed that fat deposition-related parameters including fat content in bone marrow and water content in the lumbar vertebra are clearly different between the osteoporosis and non-osteoporosis group, suggesting that both 1H-MRS and in-phase and out-of-phase MRI can be used for diagnosing osteoporosis and monitoring its progression.
引用
收藏
页码:257 / 266
页数:10
相关论文
共 33 条
[1]   A new diagnostic score to detect osteoporosis in patients undergoing lumbar spine MRI [J].
Bandirali, Michele ;
Di Leo, Giovanni ;
Papini, Giacomo Davide Edoardo ;
Messina, Carmelo ;
Sconfienza, Luca Maria ;
Ulivieri, Fabio Massimo ;
Sardanelli, Francesco .
EUROPEAN RADIOLOGY, 2015, 25 (10) :2951-2959
[2]   Fat and Water Magnetic Resonance Imaging [J].
Bley, Thorsten A. ;
Wieben, Oliver ;
Francois, Christopher J. ;
Brittain, Jean H. ;
Reeder, Scott B. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2010, 31 (01) :4-18
[3]   Nonalcoholic Fatty Liver Disease: Rapid Evaluation of Liver Fat Content with In-Phase and Out-of-Phase MR Imaging [J].
Borra, Ronald J. H. ;
Salo, Sakari ;
Dean, Kirsti ;
Lautamaki, Riikka ;
Nuutila, Pirjo ;
Komu, Markku ;
Parkkola, Riitta .
RADIOLOGY, 2009, 250 (01) :130-136
[4]   Reciprocal relation between marrow adiposity and the amount of bone in the axial and appendicular skeleton of young adults [J].
Di Iorgi, Natascia ;
Rosol, Michael ;
Mittelman, Steven D. ;
Gilsanz, Vicente .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2008, 93 (06) :2281-2286
[5]   Quantification of Muscle Fat in Patients with Low Back Pain: Comparison of Multi-Echo MR Imaging with Single-Voxel MR Spectroscopy [J].
Fischer, Michael A. ;
Nanz, Daniel ;
Shimakawa, Ann ;
Schirmer, Timo ;
Guggenberger, Roman ;
Chhabra, Avneesh ;
Carrino, John A. ;
Andreisek, Gustav .
RADIOLOGY, 2013, 266 (02) :555-563
[6]   Evaluation of vertebral bone marrow fat content by chemical-shift MRI in osteoporosis [J].
Gokalp, Gokhan ;
Mutlu, Fatma Senturk ;
Yazici, Zeynep ;
Yildirim, Nalan .
SKELETAL RADIOLOGY, 2011, 40 (05) :577-585
[7]   Vertebral bone mineral density, marrow perfusion, and fat content in healthy men and men with osteoporosis: Dynamic contrast-enhanced MR imaging and spectroscopy [J].
Griffith, JF ;
Yeung, DKW ;
Antonio, GE ;
Lee, FKH ;
Hong, AWL ;
Wong, SYS ;
Lau, EMC ;
Leung, PC .
RADIOLOGY, 2005, 236 (03) :945-951
[8]  
Heaney Robert P., 1996, P1125
[9]   Adipocyte tissue volume in bone marrow is increased with aging and in patients with osteoporosis [J].
Justesen, J ;
Stenderup, K ;
Ebbesen, EN ;
Mosekilde, L ;
Steiniche, T ;
Kassem, M .
BIOGERONTOLOGY, 2001, 2 (03) :165-171
[10]  
Kugel H, 2001, J MAGN RESON IMAGING, V13, P263, DOI 10.1002/1522-2586(200102)13:2<263::AID-JMRI1038>3.3.CO