波谱学杂志 ›› 2016, Vol. 33 ›› Issue (1): 168-178.doi: 10.11938/cjmr20160116
• 综述评论 • 上一篇
王璐璐, 朱勇, 钟凯
收稿日期:
2015-03-31
修回日期:
2016-01-26
出版日期:
2016-03-05
发布日期:
2016-03-05
通讯作者:
朱勇,电话,0551-65595269,E-mail:yzhu@hmfl.ac.cn;钟凯,电话:0551-65595192,E-mail:kzhong@hmfl.ac.cn.
E-mail:yzhu@hmfl.ac.cn;kzhong@hmfl.ac.cn
作者简介:
王璐璐(1990-),女,安徽合肥人,硕士研究生,主要从事MRI在肥胖症中的应用方面的研究.
基金资助:
国家自然科学基金资助项目(31501866).
WANG Lu-lu, ZHU Yong, ZHONG Kai
Received:
2015-03-31
Revised:
2016-01-26
Online:
2016-03-05
Published:
2016-03-05
摘要:
肥胖症已经成为严重威胁人类健康的主要慢性疾病之一,磁共振成像(MRI)和磁共振波谱(MRS)技术的结合运用,对于评价脂肪组织分布和蓄积程度具有极大的优势.该文总结了近年来MRI与MRS技术在肥胖症研究中的应用进展,并讨论了MRI与MRS技术在肥胖症临床应用及科学研究中的价值.
中图分类号:
王璐璐, 朱勇, 钟凯. MRI与MRS在肥胖症研究中的应用进展[J]. 波谱学杂志, 2016, 33(1): 168-178.
WANG Lu-lu, ZHU Yong, ZHONG Kai. Progresses in MRI and MRS Studies on Obesity[J]. Chinese Journal of Magnetic Resonance, 2016, 33(1): 168-178.
[1] Westman E, Wahlund LO, Foy C, et al. Combining MRI and MRS to distinguish between Alzheimer's disease and healthycontrols[J]. J Alzheimers Dis, 2010, 22(1): 171-181.[2] Langkammer C, Ropele S, Pirpamer L, et al. MRI for iron mapping in Alzheimer's disease[J]. Neurodegener Dis, 2014, 13(2, 3): 189-191.[3] Seppi K. MRI for the differential diagnosis of neurodegenerative parkinsonism in clinical practice[J]. Parkinsonism Relat D, 2007, 13(S3): 400-405.[4] Choi C B, Kim S Y, Lee S H, et al. Assessment of metabolic changes in the striatum of a rat model of parkinsonism: An in vivo 1H MRS study[J]. Magn Reson Imaging, 2011, 29(1): 32-39.[5] Seppi K, Schocke M F. An update on conventional and advanced magnetic resonance imaging techniques in the differential diagnosis of neurodegenerative parkinsonism[J]. Curr Opin Neurol, 2005, 18(4): 370-375.[6] deBucourt M, Streitparth F, Wonneberger U, et al. Obese patients in an open MRI at 1.0 Tesla: Imagequality, diagnostic impact and feasibility[J]. Eur Radiol, 2011, 21(5): 1 004-1 015.[7] Brennan D D, Whelan P F, Robinson K, et al. Rapid automated measurementof body fat distribution fromwhole-body MRI[J]. AJR Am J Roentqenol, 2005, 185(2): 418-423.[8] Fan Ming-xia(范明霞), Tian Jian-ming(田建明), Lu Jian-ping(陆建平), et al. Preliminary evaluation of fatty liver in rats by in vivo 1H-NMR spectroscopy(活体1H磁共振波谱分析在大鼠脂肪肝中应用价值的初步研究)[J]. Chin J Med Imaging Technol(中国医学影像技术), 2004, 20(10): 1 503-1 505.[9] Liu Zhi-jun(刘志军). The development and enlightenment of nuclear magnetic resonance(核磁共振研究的历史)[J]. Journal of Guangxi University for Nationalities(广西民族大学学报), 2011, 17(2): 25-28.[10] Zhang Yun(张云). The history of nuclear magnetic resonance technology and its application(核磁共振技术的历史及应用)[J]. Science & Technology Information(科技信息), 2010, 15: 116-118.[11] Lauterbur P C. Image format ion by induced local interactions: Examples employing nuclear magnetic resonance[J]. Nature, 1973, 242: 190-191.[12] Xian Ru-hong(羡汝珙), Li Yu-huan(李宇寰), Cui Li-ke(崔力科). High field MR imaging and spectroscopy(高场磁共振成像和波谱学)[J]. CT Theory and Applications(CT理论与应用研究), 1994, 3(4): 24-27.[13] Ni Ping(倪萍), Zhao Ming(赵明), Chen Zi-qian(陈自谦). Developmet and recent progress of MRI magnetic technology (MRI磁体技术的发展历程及展望)[J]. China Medical Equipment(中国医疗设备), 2013, 28(10): 6-10.[14] Marks S J, Moore N R, Ryley N G, et al. Measurement of liver fat by MRI and its reduction by dexfenfluramine in NIDDM[J]. Int J Obes Relat Metab Disord, 1997, 21(4): 274-279.[15] Cassidy F H, Yokoo T, Aganovic L, et al. Fatty liver disease: MR imaging techniques for the detection and quantificationof liver steatosis[J]. Radiographics, 2009, 29(1): 231-260.[16] Ducluzeau P H, Boursier J, Bertrais S, et al. MRI measurement of liver fat content predicts the metabolic syndrome[J]. Diabetes Metab, 2013, 39(4): 314-321.[17] Kim S, Naik M, Sigmund E, et al. Diffusion-weighted MR imaging of the kidneys and the urinary tract[J]. Magn ResonImaging C, 2008, 16(4): 585-596.[18] Jin Er-hu(靳二虎), Zhang Jie(张洁), Ma Da-qing(马大庆). MR imaging of anatomical variations and fatty deposit of the pancreas(胰腺解剖变异和脂肪沉积的MRI表现)[J]. Chinese J Magn Reson Imaging(磁共振成像), 2012, 3(3): 213-221.[19] Zhao Hua-li(赵华丽), Chen Ke-min(陈克敏). Application of MRI breast imaging reporting and data system in breast lesions(MRI乳腺影像报告及数据系统在乳腺疾病诊断中的应用研究)[J]. Journal of Diagnostics Concepts & Practice (诊断学理论与实践), 2011, 10(5): 454-458.[20] Xiao De-yong(肖德勇). MR Imaging Characteristics and Clinical Pathologic Correlation about Intrapituitary Cystic Degeneration and Fluid-fluid Level Formation(垂体腺瘤囊变及液平面形成的MRI特征与临床病理研究)[D]. Fuzhou(福州): Fujian Medical University(福建医科大学), 2012.[21] Wu Dao-qing(吴道清), Chen Zi-qian(陈自谦). Evaluation of MR imaging with dynamic contrast-enhancement and diffusion-weighted imaging in diagnosis of prostatic diseases(DCE-MRI与DWI对良恶性前列腺疾病诊断的价值)[J]. Journal of Clinical Radiology(临床放射学杂志), 2010, 29(2): 211-215.[22] Ni Hong-bin(倪红斌), Liang Wei-bang(梁维邦), Ji Jing(季晶), et al. MRI in patients with cranial nerve disease and find out the neurovascular relationships(MRI在了解颅神经疾病患者血管神经关系上的作用)[J]. Jiangsu Medical Journal(江苏医药), 2005, 31(9): 716.[23] Andreasen N C. Linking mind and brain in the study of mental illnesses: A project for a scientific psychopathology[J]. Science, 1997, 275(5 306): 1 586-1 593.[24] Hu H H, Nayak K S, Goran M I. Assessment of abdominal adipose tissue and organ fat content by magnetic resonanceimaging[J]. Obes Rev, 2011, 12(5): e504-515.[25] Li Jing-jing(李晶晶), Yang Cheng-gang(杨成刚), Zhang Jun(张郡). The application of conventional MR and MR arthrography in the rotator cuff tear(常规MRI及MRI肩关节造影在肩袖撕裂中的应用)[J]. Chinese Imaging Journal of Interated Traditional and Western Medicine(中国中西医结合影像学杂志), 2013, 11(04): 357-358.[26] Li Zhen-feng(李振峰). Study of 3 T Magnetic Resonance Spectroscory in Patients with Bone and Soft Tissue Tumors(3 T 磁共振波谱在骨与软组织肿瘤中的应用)[D]. Jinan(济南): Shandong University(山东大学), 2007.[27] Du Xiang-ke(杜湘珂), Feng Yi-lian(冯义廉). Medical MRS is a method of the function of human body metabolic disease examination(医学磁共振波谱是人体功能代谢病生理检查的一种方法)[J]. Chinese J Radiol(中华放射学杂志), 2000, 34(11): 725-726.[28] He Juan(贺涓). The development status of MRI and MRS evaluation of multiple sclerosis(MRI和MRS评价多发硬化的发展现状)[J]. Foreign Medical Sciences Clinical Radiological Fascicle(国外医学临床放射学分册), 2006, 6: 331-334.[29] Yang Zhi-hong(杨志宏), Cao Jie(曹杰), Zhang Jia(张佳), et al. Clinical application value of 3.0 T 1H-MRS in diagnosis of non-alcoholic fatty liver(3.0 T 磁共振1H-MRS诊断非酒精性脂肪肝的临床应用价值)[J]. Chinese J CT and MRI(中国CT和MRI杂志), 2014, 12(8): 41-43.[30] Zhao Shuang(赵爽), Li Cai-ying(李彩英), Gao Feng-xiao(高凤宵), et al. The preliminary study of metabolite quantitative of normal livers and hepatic steatosis using 3.0 T 1H-MRS (3.0 T 1H-MRS 在正常肝脏与脂肪肝的对照研究)[J]. Journal of Clinical Radiology(临床放射学杂志), 2013, 32(2): 202-206.[31] Hong Bi-kai(洪璧楷), Dai Hai-yang(代海洋), Xiao Ye-yu(肖叶玉), et al. 9.4 T MR spectroscopy detection of mesenchymal stem cells into osteoblasts metabolism characteristics(9.4 T MR 波谱检测间充质干细胞成骨分化代谢特征的研究)[J]. Chin J Magn Reson Imaging(磁共振成像), 2013, 4(6): 437-440.[32] Li Feng(李锋), Liu Ke(刘克). The MRI and 1H-MRS study of primary central nervous system lymphomas(PCNSL)(原发性中枢神经系统淋巴瘤的MRI与1H-MRS 研究)[J]. J Med Imaging(医学影像学杂志), 2010, 20(9): 1 274-1 277.[33] Cao Lian-ping(曹连平). A Proton Magnetic Resonance Spectroscopy Study on the Clinical Heterogeneity of Idiopathic Parkinson's Disease(原发性帕金森病临床异质性的1H-MRS研究)[D]. Fuzhou(福州): Fujian Medical University(福建医科大学), 2013.[34] Wang Jia(王佳), Fan Guo-guang(范国光). Study of 1H-MR spectroscopy in the peritumoral area of gliomas(脑胶质瘤周围区的1H-MRS研究)[J]. Int J Med Radiol(国际医学放射学杂志), 2010, 33(1): 58-62.[35] Shen Bian-hong(申变红), Li Guo-hai(李国海), Zhang Li-rong(张礼荣), et al. A study on terior cingulate glutamate levels in major depressive patients using proton magnetic resonance spectroscopy(抑郁症患者前扣带回谷氨酸多体素1H-MRS研究)[J]. J Clin Psychiatry(临床精神医学杂志), 2008, 18(5): 324-326.[36] Yan You-xia(颜有霞), Liang Chang-hong(梁长虹), Huang Biao(黄飚), et al. MRI and magenetic resonance spectroscopy study of hippocampal sclerosis(海马硬化的MRI及1H-MRS研究)[J]. Radiol Practice(放射学实践), 2008, 23(1): 17-19.[37] Yan Min(闫敏), Ou Xiao-qi(欧孝琪). The harm of obesity and its research progress(肥胖症的危害及其研究进展)[J]. Tibetan Journal of Medicine(西藏医药杂志), 2004, 25(3): 27-29.[38] Galli M M, Protzman N M, Mandelker E M, et al. Comparing tendinous and ligamentous ankle pathology in atraumatic overweight and nonoverweight patients: A comprehensive MRI review[J]. Foot Ankle Spec, 2014, 7(6): 449-456.[39] Ma Jun(马君), Wang Jun-qin(王菊勤), Han Ying(韩英), et al. New progress in obesity research(肥胖症研究新进展)[J]. Foreign Medical Sciences(国外医学: 护理学分册), 2000, 19(7): 310-311.[40] Chen Jian-shuang(陈建双), Zhao Lei(赵蕾), Yuan Ya-fei(袁亚非). The progress in obesity research(肥胖症研究进展)[J]. Journal of Chengde Medical College(承德医学院学报), 2007, 24(2): 191-193.[41] Fabbrini E, Magkos F, Mohammed B S, et al. Intra hepatic fat, not visceral fat, is linked with metabolic complications of obesity[J]. Proc Natl Acad Sci USA, 2009, 106(36): 15 430-15 435.[42] Rasouli N, Kern P A. Adipocytokines and the metabolic complications of obesity [J]. J Clin Endocrinol Metab, 2008, 93(11): 64-73.[43] Teede H J, Lombard C, Deeks A A. Obesity, metabolic complications and the menopause: An opportunity for prevention[J]. Climacteric, 2010, 13(3): 203-209.[44] Artz N S, Haufe W M, Hooker C A, et al. Reproducibility of MR-based liver fat quantification across field strength: same-day comparison between 1.5 T and 3 T in obese subjects[J]. J Magn Reson Imaging, 2015, 42(3): 811-817.[45] Alderete T L, Toledo-Corral C M, Desai P, et al. Liver fat has a stronger association with risk factors for type 2 diabetes in african-american compared with hispanic adolescents[J]. J Clin Endocrinol Metab, 2013, 98(9): 3 748-3 754.[46] Zhu An-hui(祝安惠), Cui Bin(崔斌), Yao Dan(姚丹), et al. The correlation of abdominal fat distribution and diabetes mellitus(腹部脂肪分布与糖尿病的相关性研究)[J]. Journal of China Clinic Medical Imaging(中国临床医学影像杂志), 2012, 23(12): 849-852.[47] Sun Wan-li(孙万里), Chen Liang(陈亮), Zhang Li-hua(张丽华), et al. Mesurement of abdominal adipose tissue by MRI(MRI 测量人腹部脂肪组织)[J]. Radiol Practice(放射学实践), 2007, 22(4): 405-406.[48] Peng Xin-gui(彭新桂), Ju Sheng-hong(居胜红), Teng Gao-jun(滕皋军). Multiple Genes Rat Adipose Tissue in vivo MRI Chemical Shift Imaging and Spectral Analysis(多种基因鼠脂肪组织的活体MRI化学位移成像及波谱分析)[C]. Zhejiang(浙江): The Chinese Medical Association 16th National Radiology Academic Conference Proceedings(中华医学会第16次全国放射学学术大会论文汇编). 2009.[49] Qian Jie(钱杰), Zhang Yu-bin(张玉彬). Brown adipose tissue and new targets for obesity treatment(棕色脂肪组织与肥胖症药物治疗的新靶点)[J]. Progress in Pharmaceutical Sciences(药学进展), 2012, 36(11): 487-493.[50] Liu Gang(刘刚), Huang Yu-shan(黄玉山). The probe into obesity and its endangerment(肥胖及相关问题的认识)[J]. Journal of Shandong Physical Education Institute(山东体育学报), 2001, 51(3): 28-30.[51] Hu H H, Kim H W, Nayak K S, et al. Comparison of fat-water MRI and single-voxel MRS in the assessment of hepatic and pancreatic fat fractions in humans[J]. Obesity (Silver Spring), 2010, 18(4): 841-847.[52] Hu Xiao-dong(胡晓东), Li Hong-yan(李鸿炎). Establishment of a mouse model of diet-induced olbesity(饮食诱导小鼠肥胖疾病模型的建立)[J]. Journal of Nanchang University (Medical Science) [南昌大学学报(医学版)], 2012, 52(8): 6-9.[53] Boggiano M M, Artiga A I, Pritchett C E, et al. High intake of palatable food predicts binge-eating independent of susceptibility to obesity: An animal model of lean vs obese binge-eating and obesity with and without binge-eating[J]. Int J Obes (Lond), 2007, 31(9): 1 357-1 367.[54] Corwin R L, Wojnicki F H, Fisher J O, et al. Limited access to a dietary fat option affects ingestive behavior but not body composition in male rats[J]. Physiol Behav, 1998, 65(3): 545-553.[55] Podrini C, Cambridge E L, Lelliott C J, et al. High-fat feeding rapidly induces obesity and lipid derangements in C57BL/6N mice[J]. Mamm Genome, 2013, 24(5, 6): 240-251.[56] Tian Fang(田方), Jin Hong-xing(金红星), Cheng Wen-yu(成文玉). Construction of mouse nutritional obesity model(小鼠营养性肥胖模型的建立)[J]. Journal of Anhui Agricultural Sciences(安徽农业科学), 2008, 36(36): 15 963-15 964.[57] Tian Hui(田辉), Wang Yu-ting(王玉婷), Tao Li(陶莉), et al. A new model of obese mice(一种新型小鼠肥胖模型的建立)[J]. Chinese Pharmacological Bulletin(中国药理学通报), 2013, 29(7): 1 016-1 018.[58] Qian Bo-chu(钱伯初), Shi Hong(史红), Lv Yan-ping(吕燕萍). Progress in studies of preparation of obesity animal models(肥胖动物模型的研究进展)[J]. Chinese Journal of New Drugs(中国新药杂志), 2007, 16(15): 1 159-1 162.[59] Liu Fang(刘芳). Comparison and Mechanism of Obesity Models Established in Different Strains of Mice & Antiobesity Effects and Mechanism of LRTG(不同品系小鼠肥胖模型比较、肥胖机制研究&LRTG减肥作用及作用机理探讨)[D]. Beijing(北京): Peking Union Medical College Hospital(北京协和医学院), 2013.[60] Liu Jin-feng(刘金凤), Dong Huan-sheng(董焕生), Pan Qing-jie(潘庆杰), et al. Induction of obesity and insulin resistance in mice using a modified diet(食源性肥胖小鼠胰岛素抵抗模型的建立)[J]. Editorial Dept of Journal of QAU(青岛农业大学学报: 自然科学版), 2014, 31(2): 91-94.[61] Wang Shu-ran(王舒然), Ma Wei-wei(麻微微), Zhao Dan(赵丹), et al. Establishment of obesity prone and obesity resistant rats induced by high-fat diet(高脂饮食诱导肥胖与肥胖抵抗动物模型建立)[J]. Chinese Journal Public Health(中国公共卫生), 2007, 23(07): 774-775.[62] Machann J, Horstmann A, Born M, et al. Diagnostic imaging in obesity[J]. Best Pract Res Cl En, 2013, 27(2): 261-277.[63] Ducluzeau PH, Boursier J, Bertrais S, et al. MRI measurement of liver fat content predicts the metabolic syndrome[J]. Diabetes Metab, 2013, 39(4): 314-321.[64] Lunati E, Marzola P, Nicolato E, et al. In vivo quantitative hydrolipidic map of perirenal adipose tissue by chemical shiftimaging at 4.7 tesla[J]. J Lipid Res, 1999, 40(8): 1 395-1 400.[65] Liu Yu-bao(刘于宝), Liang Chang-hong(梁长虹). The progress of qualitative and quantitative research in fatty liver withMRI(MRI 定性定量研究脂肪肝的进展)[J]. Journal of Clinical Radiology(临床放射学杂志), 2006, 25(10): 975-978.[66] Li Shao-rui(李少蕊), Weng De-he(翁得河), Chen Hui-cheng(陈会城). A water-fat separation magnetic resonance imagemethod based on inversion recovery(基于反转恢复技术的水脂分离磁共振成像方法)[J]. Chinese J Magn Reson(波谱学杂志), 2012, 29(4): 547-553.[67] Peng Xin-gui(彭新桂), Ju Sheng-hong(居胜红), Teng Gao-jun(滕皋军). (MR活体脂肪成像和波谱分析)[J]. Chin J Radiol(中华放射学杂志), 2009, 43(8): 894-897.[68] Bao J, Cui X, Cai S, et al. Brown adipose tissue mapping in rats with combined intermolecular double-quantum coherenceand Dixon water-fat MRI[J]. NMR Biomed, 2013, 26(12): 1 663-1 671.[69] Wang Xiao-hong(王小红), Zhang Qin-ta(张钦塔), Lin Yan-qin(林雁勤), et al. Two-dimensional localized magnetic resonance spectroscopy and its in vivo application(二维核磁共振定域谱及其在活体中的应用)[J]. Chinese J Magn Reson(波谱学杂志), 2011, 28(3): 419-436.[70] Wattjes M P, Kley R A, Fischer D. Neuromuscular imaging in inherited muscle diseases[J]. Eur Radiol, 2010, 20(10): 2 447-2 460.[71] Lee Y, Lingvay I, Szczepaniak L S, et al. Pancreatic steatosis: Harbinger of type 2 diabetes in obese rodents[J]. Int J Obes(Lond), 2010, 34(2): 396-400.[72] Reeder S B, Cruite I, Hamilton G, et al. Quantitative assessment of liver fat with magnetic resonance imaging andspectroscopy[J]. J Magn Reson Imaging, 2011, 34(4): 729-749.[73] Tian Bing(田冰), Huang Wen-cai(黄文才), Lu Jian-ping(陆建平). Application of proton magnetic resonance spectroscopy in somatic organs(体部器官1H-MRS的应用)[J]. Chin J Med Imaging Technol(中国医学影像技术), 2011, 27(5): 1 082-1 085.[74] Peng Xin-gui(彭新桂), Bai Ying-ying(柏盈盈), Ju Sheng-hong(居胜红). In vivo detection of fat quantitative and studyusing 1H-MRS in ob/ob and WT mice (ob/ob与野生型小鼠脂肪组织的磁共振波谱研究)[J]. J Southeast Univ(东南大学学报), 2014, 33(3): 260-266.[75] Lê KA, Faeh D, Stettler R, et al. A 4-wk high-fructose diet alters lipid metabolism without affecting insulin sensitivity orectopic lipids in healthy humans[J]. Am J Clin Nutr, 2006, 84(6): 1 374-1 379.[76] Lee S J, Boesch C, Kuk J L, et al. Effects of an overnight intravenous lipid infusion on intramyocellular lipid content andinsulin sensitivity in African American versus Caucasian adolescents[J]. Metabolism, 2013, 62(3): 417-423. |
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