ISSN 1004-4140
CN 11-3017/P
DONG J K, DENG M, YANG T, et al. The study of diffusion kurtosis imaging on microstructural changes of substantianigra in patients with early parkinson's disease[J]. CT Theory and Applications, 2022, 31(5): 623-629. DOI: 10.15953/j.ctta.2022.010. (in Chinese).
Citation: DONG J K, DENG M, YANG T, et al. The study of diffusion kurtosis imaging on microstructural changes of substantianigra in patients with early parkinson's disease[J]. CT Theory and Applications, 2022, 31(5): 623-629. DOI: 10.15953/j.ctta.2022.010. (in Chinese).

The Study of Diffusion Kurtosis Imaging on Microstructural Changes of Substantianigra in Patients with Early Parkinson's Disease

More Information
  • Received Date: January 16, 2022
  • Accepted Date: March 27, 2022
  • Available Online: April 10, 2022
  • Published Date: September 30, 2022
  • Objective: To explore the diagnostic value of diffusion kurtosis imaging (DKI) the microstructure changes of substantianigra in patients with early Parkinson's disease (PD). Methods: 30 patients with early PD were collected as the PD group while 20 healthy volunteers as the control group. All the subjects underwent brain routine magnetic resonance imaging (MRI) and DKI examination. The DKI scan data were processed to obtain quantitative parameter maps, with the three paramrters as fractional anisotropy (FA), mean diffusivity (MD) and mean kurtosis (MK). The DKI parameters of substantianigra (SN) were measured respectively and the differences between the two groups were statistically analyzed. The receiver operating characteristic (ROC) curve was used to evaluate the diagnostic efficacy of DKI parameters in patients with early PD. Results: The FA value of the substantianigra of the PD group was lower than that of the healthy control group, and the difference between the two groups was statistically significant. Compared with the healthy control group, the MD value of the substantianigra in the PD group was slightly higher, and the difference between the two groups was not statistically significant. The MK value of the substantianigra in the PD group was significantly higher than that in the healthy control group, and the difference between the two groups was statistically significant. The ROC curve showed the AUC of FA value, MD value and MK value in the substantianigra in the diagnosis of early PD were 0.716, 0.613 and 0.820, respectively. The substantianigra MK value showed certain accuracy in the diagnosis of early PD patients, and the diagnostic sensitivity and specificity were higher than the FA value and MD value. Conclusions: DKI can be used to analyze the changes of the microstructure of substantianigra in early PD patients, and the MK value can better reflect the changes of the microstructure of substantianigra in early PD patients.
  • [1]
    孙崎元, 孟妲, 张铎. 磁共振扩散峰度成像与定量磁敏感图对帕金森病诊断的初步研究[J]. 实用放射学杂志, 2018,34(11): 1655−1659. doi: 10.3969/j.issn.1002-1671.2018.11.001

    SUN Q Y, MENG D, ZHANG D. Preliminary study of magnetic resonance diffusion kurtosis imaging and quantitative susceptibility to the diagnosis of Parkinson's disease[J]. Journal of Practical Radiology, 2018, 34(11): 1655−1659. (in Chinese). doi: 10.3969/j.issn.1002-1671.2018.11.001
    [2]
    FERACO P, GAGLIARDO C, La TONA G, et al. Imaging of substantianigra in Parkinson's disease: A narrative review[J]. Brain Science, 2021, 11(6): 769. doi: 10.3390/brainsci11060769
    [3]
    杨涛, 张春艳, 程敬亮, 等. 磁共振弥散张量成像在早期帕金森病诊断中的应用研究[J]. CT理论与应用研究, 2017,26(1): 85−89. DOI: 10.15953/j.1004-4140.2017.26.01.11.

    YANG T, ZHANG C Y, CHENG J L, et al. Application of diffusion tensor imaging in the early diagnosis of Parkinson's disease[J]. CT Theory and Applications, 2017, 26(1): 85−89. DOI: 10.15953/j.1004-4140.2017.26.01.11. (in Chinese).
    [4]
    陈涛, 杨涛, 程敬亮, 等. DTI及SWI在早期原发性帕金森病患者脑黑质改变中的应用研究[J]. CT理论与应用研究, 2018,27(5): 635−641. DOI: 10.15953/j.1004-4140.2018.27.05.10.

    CHEN T, YANG T, CHENG J L, et al. The application of DTI and SWI for substantia nigra in early primary Parkinson's disease[J]. CT Theory and Applications, 2018, 27(5): 635−641. DOI: 10.15953/j.1004-4140.2018.27.05.10. (in Chinese).
    [5]
    中华医学会神经病学分会帕金森病及运动障碍学组, 中国医师协会神经内科医师分会帕金森病及运动障碍专业委员会. 中国帕金森病的诊断标准(2016版)[J]. 中华神经科杂志, 2016,49(4): 268−271. doi: 10.3760/cma.j.issn.1006-7876.2016.04.002

    Parkinson's Disease and Movement Disorders Group of Neurology Branch of Chinese Medical Association, Professional Committee of Parkinson's Disease and Movement Disorders, Neurology Branch of Chinese Medical Doctor Association. Diagnostic criteria for Parkinson's disease in China (2016 edition)[J]. Chinese Journal of Neurology, 2016, 49(4): 268−271. (in Chinese). doi: 10.3760/cma.j.issn.1006-7876.2016.04.002
    [6]
    ARRIBARAT G, de BARROS A, PÉRAN P. Modern brainstem MRI techniques for the diagnosis of Parkinson's disease and parkinsonisms[J]. Front Neurology, 2020, 11: 791. doi: 10.3389/fneur.2020.00791
    [7]
    ANDICA C, KAMAGATA K, HATANO T, et al. MR biomarkers of degenerative brain disorders derived from diffusion imaging[J]. Journal of Magnetic Resonance Imaging, 2020, 52(6): 1620−1636. doi: 10.1002/jmri.27019
    [8]
    ARAB A, RUDA-KUCEROVA J, MINSTEROVA A, et al. Diffusion kurtosis imaging detects microstructural changes in a methamphetamine-induced mouse model of Parkinson's disease[J]. Neurotoxicity Research, 2019, 36(4): 724−735. doi: 10.1007/s12640-019-00068-0
    [9]
    JENSEN J H, HELPERN J A. MRI quantification of non-Gaussian water diffusion by kurtosis analysis[J]. NMR in Biomedicine, 2010, 23(7): 698−710. doi: 10.1002/nbm.1518
    [10]
    ITO K, OHTSUKA C, YOSHIOKA K, et al. Differential diagnosis of parkinsonism by a combined use of diffusion kurtosis imaging and quantitative susceptibility mapping[J]. Neuroradiology, 2017, 59(8): 759−769. doi: 10.1007/s00234-017-1870-7
    [11]
    孙亚琼, 张沁, 蒋震, 等. 帕金森病患者脑深部核团的磁共振扩散峰度成像分析及临床意义[J]. 中华医学杂志, 2017,97(45): 3534−3537. doi: 10.3760/cma.j.issn.0376-2491.2017.45.004

    SUN Y Q, ZHANG Q, JIANG Z, et al. Magnetic resonance diffusion kurtosis imaging analysis of deep brain nuclei in patients with Parkinson's disease and its clinical significance[J]. Chinese Medical Journal, 2017, 97(45): 3534−3537. (in Chinese). doi: 10.3760/cma.j.issn.0376-2491.2017.45.004
    [12]
    KAMAGATA K, ZALESKY A, HATANO T, et al. Gray matter abnormalities in idiopathic Parkinson's disease: Evaluation by diffusional kurtosis imaging and neurite orientation dispersion and density imaging[J]. Human Brain Mapping, 2017, 38(7): 3704−3722.
    [13]
    SUROVA Y, NILSSON M, LAMPINEN B, et al. Alteration of putaminal fractional anisotropy in Parkinson's disease: A longitudinal diffusion kurtosis imaging study[J]. Neuroradiology, 2018, 60(3): 247−254. doi: 10.1007/s00234-017-1971-3
    [14]
    胡达, 王波, 吴昆华, 等. DKI对震颤型帕金森患者脑深部核团微结构变化的诊断价值[J]. 放射学实践, 2020,35(8): 999−1004.

    HU D, WANG B, WU K H, et al. The value of DKI in the diagnosis of microstructural changes of deep brain nuclei in patients with tremor-type Parkinson's disease[J]. Radiology Practice, 2020, 35(8): 999−1004. (in Chinese).
    [15]
    KHAIRNAR A, LATTA P, DRAZANOVA E, et al. Diffusion kurtosis imaging detects microstructural alterations in brain of alpha-synuclein overexpressing transgenic mouse model of Parkinson's disease: A pilot study[J]. Neurotoxicity Research, 2015, 28(4): 281−289. doi: 10.1007/s12640-015-9537-9
    [16]
    HIRATA F C C, SATO J R, VIEIRA G, et al. Substantianigra fractional anisotropy is not a diagnosticbiomarker of Parkinson's disease: A diagnostic performance study and meta-analysis[J]. European Radiology, 2017, 27(6): 2640−2648. doi: 10.1007/s00330-016-4611-0
    [17]
    司海娜, 田玉玲, 王效春, 等. 不同运动亚型帕金森病患者脑深部核团扩散峰度成像的比较研究[J]. 中华神经科杂志, 2019,52(5): 379−386. doi: 10.3760/cma.j.issn.1006-7876.2019.05.004

    SI H N, TIAN Y L, WANG X C, et al. Comparative study of diffusion kurtosis imaging of deep nuclei in patients with different motor subtypes of Parkinson's disease[J]. Chinese Journal of Neurology, 2019, 52(5): 379−386. (in Chinese). doi: 10.3760/cma.j.issn.1006-7876.2019.05.004
  • Related Articles

    [1]WANG Longting, LIU Feng, WANG Kailiang, ZHU Jiao, LIN Guansheng. Application Study of Double Low Dose in Coronary Computed Tomography Angiography with Different Body Mass Indices[J]. CT Theory and Applications. DOI: 10.15953/j.ctta.2024.115
    [2]LIU Kang, YANG Dewu, ZHANG yongxian, LIU dandan, GAI xinghui, CHEN zhaorui, GONG hao, SUI Yan. Impact of Different Scanning Modes and Noise Index on Inner Ear CT Image Quality and Radiation Dose[J]. CT Theory and Applications. DOI: 10.15953/j.ctta.2024.230
    [3]LI Jianjun, LIU Yandong, LI Xintong, WANG Ling, CHENG Xiaoguang. Correlations of Hip Muscle Composition with Age and Body Mass Index in Middle-aged and Elderly Patients with Hip Fracture[J]. CT Theory and Applications, 2024, 33(5): 619-625. DOI: 10.15953/j.ctta.2023.143
    [4]XIA Zhenying, WU Dan, YU Jianan, LI Siyuan, SONG Wenyan. The Influence of Different Noise Indexes on Chest CT Image Quality for Patients with PCP[J]. CT Theory and Applications, 2019, 28(2): 221-228. DOI: 10.15953/j.1004-4140.2019.28.02.08
    [5]WEN Zhi-qin, MO Xu-kai, SHI Zhang-zheng. Study on Low Contrast Agent Injection Adopted in 320-slice CT Coronary Angiography[J]. CT Theory and Applications, 2018, 27(6): 693-699. DOI: 10.15953/j.1004-4140.2018.27.06.02
    [6]YUAN Jian-xiang, FANG Ting-song, KE Qi, ZHANG Jia-xiong, DONG Xiang-yu, LIANG Zhen-hua. Measurement of the Area of Superior Mesenteric Artery-aorta and its Relationship with Body Mass Index[J]. CT Theory and Applications, 2018, 27(4): 505-510. DOI: 10.15953/j.1004-4140.2018.27.04.11
    [7]TIAN Zhi-nan, LONG Shi-liang, ZHAO Yue, TAN Hong-wen. Feasibility of 80 kVp Ultra-low Dose Scan Protocol in Prospective Coronary CT Angiography[J]. CT Theory and Applications, 2017, 26(1): 99-106. DOI: 10.15953/j.1004-4140.2017.26.01.13
    [8]YE Wen-wei, ZHANG Yan-hong, LI Zhong-rong, GUO Tian-chang, CHENG Wei-guang, CHEN Yi-bin, LIU Qin. Correlation between MSCTE Evaluation of Crohn's Disease Activity Index and the Harvey-Bradshaw Index[J]. CT Theory and Applications, 2016, 25(3): 349-354. DOI: 10.15953/j.1004-4140.2016.25.03.11
    [9]WANG Rui-qiong, FU Xia, DENG Jian-guo, LIU Jian-hua, CAI Li, QUAN Xiang, CHEN Xia, CAO Shen, SUN Jun. Coronary Computed Tomography Angiography Using Low-kV and Tube Current Modulation in Subjects with Normal Body Mass Indices: A Feasibility Study[J]. CT Theory and Applications, 2013, 22(2): 345-352.
    [10]ZHAO Lei, WANG Ze-feng, LIU Ai-shi. Correlation Analysis between Low Body Mass Index and Image Quality Using PGA CT Technique[J]. CT Theory and Applications, 2012, 21(2): 321-327.
  • Cited by

    Periodical cited type(1)

    1. 吴传洋. 填方土体压实效果多道瞬态瑞雷波快速检测方法. CT理论与应用研究. 2023(06): 703-712 . 本站查看

    Other cited types(2)

Catalog

    Article views (283) PDF downloads (13) Cited by(3)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return