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Objective To explore the value of diffusion-tensor imaging(DTI)of different gray matter nuclei in the diagnosis and assessment of prodromal Parkinson's disease(pPD)under logistic regression model.Methods A total of 20 patients with pPD were collected as case group and 28 healthy people as control group(HC group).All patients were examined by MRI plain scan and DTI.DSI studio was used to post-process the DTI images of all patients.Parameters(FA,MD,AD,RD)of basal ganglia,midbrain and brainstem of patients with pPD and HC group were automatically extracted and statistically analyzed.Logistic regression analysis was used to draw the Receiver Operating Characteristic(ROC)curve to analyze and compare the diagnostic efficacy of individual diagnosis and combined diagnosis of each parameter.And the correlation between the parameters of each group and MMSE score was analyzed.Results There were statistical differences in basal ganglia,midbrain and brain stem in PPD and HC group(P<0.05).Under Logistic regression equation model,when the optimal threshold was 0.63,the AUC of PPD was 0.964.The sensitivity and specificity of differential diagnosis were 85.0%and 100%respectively(P<0.001).There was correlation between DTI parameters and MMSE score in locus coeruleus in PPD group(P<0.05),and the correlation coefficient of FA value in locus coeruleus(r =-0.646,P = 0.002)was the highest.Conclusions The lesions of basal ganglia,midbrain and brainstem correlated gray matter nuclei in pPD were extensive and differ-ent in degree.AD value of locus coeruleus was valuable for quantitative diagnosis of pPD,FA value of locus coeruleus could be used as a characteristic sensitive index for recognition of the severity of dysfunction in pPD patients.Multi-parameter combined diagnosis of DTI under Logistic regression model could effectively improve the diagnostic efficiency,and provide valuable reference for early diagnosis and intervention of pPD.
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Objective:To investigate the correlation between heart rate variability (HRV) and the progression of Parkinson's disease (PD).Methods:A total of 78 patients with PD who received treatment at the Second People's Hospital of Lianyungang from January 2020 to May 2022 were included in this study. According to Hoehn-Yahr (H&Y) staging, patients with PD were divided into three subgroups: mild PD group (H&Y stage < 2), moderate PD group (2 ≤ H&Y < 3), and advanced PD group (H&Y ≥ 3). Another 66 healthy people who concurrently underwent physical examinations in the same hospital were included in the control group. A dynamic electrocardiogram examination was performed in each group for HRV analysis. The Spearman test was used to analyze the correlation between HRV parameters, disease course, and H&Y staging.Results:Standard deviation of all sinus R-R intervals during 24 hours (SDNN), root mean square of successive RR interval differences during 24 hours (RMSSD), percentage normal-to-normal interval deviation greater than 50 ms (PNN50%) during 24 hours, high frequency component (HF), and low frequency component (LF) in the PD group were (94.76 ± 21.65), (23.41 ± 8.67), (3.50 ± 4.32), (96.57 ± 53.84), and (124.92 ± 82.43), respectively, which were significantly lower than (115.65 ± 13.31), (32.48 ± 8.08), (5.61 ± 5.25), (109.11 ± 39.51), and (143.95 ± 72.77) in the control group ( Z = -6.17, -6.22, -3.90, -2.14, -2.53, all P < 0.05). Disease duration, H&Y staging, and the LED level in the mild PD, moderate PD, and advanced PD groups showed an upward trend (all P < 0.05). The Mini-Mental State Examination (MMSE) score in the advanced PD group was significantly higher than that in the mild PD group ( P < 0.05). There was no significant difference in MMSE score between the mild and moderate stages and between moderate and advanced stages ( P > 0.05). Both SDNN and LF in the mild PD group were (110.61 ± 18.53) and (192.02 ± 95.98), respectively, which were significantly lower than (91.97 ± 15.23) and (113.29 ± 56.71) in the moderate PD group ( t = 4.18, 3.55, both P < 0.01). SDNN and LF in the advanced PD group were (80.90 ± 21.03) and (68.10 ± 44.86) respectively, which were significantly lower than those in the moderate PD and advanced PD groups ( t = 4.88, 2.23, 5.54, 3.26, all P < 0.05). There were no significant differences in RMSSD, PNN50%, and HF among the mild PD, moderate PD, and advanced PD groups (all P > 0.05). SDNN and LF were negatively correlated with PD course ( r = -0.36, -0.37, both P < 0.05) and H&Y staging ( r = -0.46, -0.49, both P < 0.05). Conclusion:Sympathetic dysfunction in PD patients is closely related to the onset and progression of PD, and it can reflect the severity of the disease.