Diffusional Kurtosis Imaging Study Of Parkinson Disease
Xilun Ma1, Jitian Guan1, Zhiyan Zhang1, Miaomiao Chen1, Yanzi Chen1, Zhiwei Shen1, and Renhua Wu1

1Department of Medical Imaging, the 2nd Affiliated Hospital, Medical College of Shantou University, Shantou 515041, China, Shantou, China, People's Republic of

Synopsis

Eighteen Parkinson Disease’s (PD) patients and four healthy controls(HC) underwent the diffusional kurtosis imaging (DKI) and then we tested the PD’s patients with Hoehn-Yahr scale and Unified Parkinson Disease Rating Scale(UPDRS). As a result, we found a significant decrease of Mean kurtosis (MK) values in the left substantia nigra between PD’s patients and healthy controls. Moreover, the kurtosis fractional anisotropy (KFA) values in right red nucleus of the PD’s patients were positively associated with the UPDRS scores in our study.

Purpose

To evaluate the minimal changes in the substantia nigra and red nucleus of PD’s patients by DKI , a new MRI technique for assessing tissue microstructure.

Introduction

The diagnosis of Parkinson Disease (PD) is based on the cardinal signs such as bradykinesia, resting tremors and muscular rigidity which are evident only after the loss of 80% DA in the striatum.1,2 DKI technique has been proposed as an extension of diffusion tensor imaging (DTI).Not only did the DKI technique obtained all the conventional diffusion tensor metrics, including axial diffusivity, radial diffusivity, and fractional anisotropy, but also provided another metrics related to non-Gaussian water diffusion such as Mean kurtosis (MK) , kurtosis fractional anisotropy (KFA) and kurtosis mean diffusivity(KMD) 3. Therefore, we evaluated the minimal changes in the substantia nigra and red nucleus of PD’s patients by diffusional kurtosis imaging (DKI).

Method

Eighteen PD’s patients (six females, twelve males, mean age 63.2±8.5 years, Hoehn-Yahr stage 0 to 3.0, mean UPDRS scores 27.5±15.0) and four healthy controls (one female, three males, mean age 58.5±11.0 years)underwent the DKI which were performed on a General Electric (GE) Signa 3.0 Tesla MR Imaging System.We accessed the severity of the patients with Hoehn-Yahr scale and Unified Parkinson Disease Rating Scale(UPDRS) scale. All participants had no personal or familiar history of other neurological disease or history of diabetes. All DKI data processing operations were performed with commercial workstations (GE, ADW 4.6) using Functool software to generate color-coded and parametric maps of MK, KFA, KMD. All data were analyzed and graphs were designed on SPSS 20.0 statistical software. An independent sample t test was conducted to compare the diffusion indexes between PD and Healthy Controls(HC)subjects. The associations between the diffusion indexes and UPDRS scores were calculated by using Pearson Correlation Coefficients.

Result

In consequence, a significant decline of MK values (P<0.05) in the left substantia nigra was seen in the PD’s patients compare with the healthy controls. No significant change of MK values in right substantia nigra, KFA or KMD in bilateral red nucleus and substantia nigra was observed in our reseaech Besides, we found a positive correlation between KFA values of right red nucleus and UPDRS scores in the PD’s patients (P<0.01). However, we didn’t observe any association between the MK values of bilateral red nucleus or substantia nigra and UPDRS scores.

Discussion

Diffusion Kurtosis Imaging is proposed as a new MRI technique of quantifying non-Gaussian water diffusion4,5. Mean kurtosis, a distinct parameter obtained in DKI, reflects the changes in structural complexity. In addition to MK, another parameter called KFA, mathematically analogous to fractional anisotropy (FA),is also calculated in our study. Then we found that the KFA values of right red nucleus were positively associated with the UPDRS scores, a most common scale for PD's severity, in PD’s patients which suggest that the changes of complexity in right red nucleus may affect the daily living ability of PD’s patients. Another important finding is the decline of MK values in the left substantia nigra of the patients. This observation may due to the neuronal loss and gliosis in the left substantia nigra as a result of reduced structural complexity.

Acknowledgements

This work was sponsored by the National Natural Science Foundation of China (Grant No. 81471730), and the National High Technology Research and Development Program (863 Program) of China (Program No. 2014AA021101).

References

1.Gazewood J. D., Richards D. R. and Clebak K. (2013) Parkinson disease: an update. Am. Fam. Physician 87, 267–273.

2.Obeso J. A., Rodriguez-Oroz M. C., Rodriguez M., Lanciego J. L., Artieda J., Gonzalo N. and Olanow C. W. (2000) Pathophysiology of the basal ganglia in Parkinson’s disease. Trends Neurosci. 23, S8–S19.

3. Paydar, A. et al. Diffusional kurtosis imaging of the developing brain. AJNR Am J Neuroradiol 35, 808-14 (2014).

4. Jensen JH , Helpern JA , Ramani A , Lu H ,Kaczynski K . Diffusional kurtosis imaging: the quantifi cation of non-gaussian water diffusion by means of magnetic resonance imaging .Magn Reson Med 2005 ; 53 ( 6 ): 1432 – 1440 .

5 . Lu H , Jensen JH , Ramani A , Helpern JA .Three-dimensional characterization of nongaussian water diffusion in humans using diffusion kurtosis imaging . NMR Biomed2006 ; 19 ( 2 ): 236 – 247 .

Figures

Fig1.These are the parametric maps of MK(Mean Kurtosis) and KFA (Kurtosis Fractional Anisotropy)post-processed by the Funtool software. We drew VOIs directly on MK and KFA map for volumetric analysis. The size of each VOI was 10mm2. The localization of the region of interest includes bilateral red nucleus and substantia nigra.

Fig2.This is a scatter plot used to describe the correlation between KFA values of right red nucleus and UPDRS(Unified Parkinson Disease Rating Scale) scores in PD’s patients.Obviously,a positive association was observed between the KFA values and UPDRS scores in PD’s patients.

Abbreviations:PD=Parkinson disease; HC=Healthy Control; MK=Mean Kurtosis; KFA= Kurtosis Fractional Anisotropy; KMD= Kurtosis Mean Diffusivity.

Abbreviations:PD=Parkinson disease; HC=Healthy Control; MK=Mean Kurtosis; KFA= Kurtosis Fractional Anisotropy; KMD= Kurtosis Mean Diffusivity.



Proc. Intl. Soc. Mag. Reson. Med. 24 (2016)
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