Combination of Quantitative Susceptibility Mapping and Diffusion Kurtosis Imaging Provides Potential Biomarkers for Early-Stage Parkinson's Disease.
Yunjie RongZhifeng XuYe ZhuXianhai ZhangLingfeng LaiShuyi SunMingyong GaoPi GuoGuohua ZhangYiqun GengXilun MaShuohua WuLin YangZhiwei ShenJitian GuanPublished in: ACS chemical neuroscience (2022)
Purpose : This study aimed to detect changes in iron deposition and neural microstructure in the substantia nigra (SN), red nucleus (RN), and basal ganglia of Parkinson's disease (PD) patients at different stages using quantitative susceptibility mapping and diffusion kurtosis imaging to identify potential indicators of early-stage PD. Methods : We enrolled 20 early-stage and 15 late-stage PD patients, as well as 20 age- and sex-matched controls. All participants underwent quantitative susceptibility mapping and diffusion kurtosis imaging to determine magnetic susceptibility (MS), fractional anisotropy (FA), mean diffusivity (MD), and mean kurtosis (MK) in several brain regions. Results : Compared with the control group, MS and MK values in the SN were significantly increased in the early- and late-stage PD group, whereas MS values in the red nucleus (RN), globus pallidus (GP), and caudate nucleus (CN), FA value in the CN and GP, and MK value in the CN and putamen (PU) were significantly increased in the late-stage PD group. There were positive correlations between MS and MK values in the CN and MS and FA values in the GP. Furthermore, the combination of MS and MK values in the SN provided high accuracy for distinguishing early-stage PD patients from controls. Conclusions : This study identified MS and MK in the SN as potential indicators of early-stage PD.
Keyphrases
- early stage
- high resolution
- mass spectrometry
- multiple sclerosis
- ms ms
- end stage renal disease
- sentinel lymph node
- ejection fraction
- newly diagnosed
- chronic kidney disease
- lymph node metastasis
- peritoneal dialysis
- white matter
- magnetic resonance
- prognostic factors
- diffusion weighted imaging
- computed tomography
- risk assessment
- blood brain barrier
- deep brain stimulation
- radiation therapy
- squamous cell carcinoma
- rectal cancer
- climate change
- functional connectivity
- molecularly imprinted
- patient reported