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Objective:To investigate the correlation between peripheral blood microRNA (miR)-27b expression and left ventricular hypertrophy (LVH) in patients with hypertensive.Methods:The clinical data of 120 patients with hypertension from February 2019 to February 2021 in Zhuzhou Hospital Affiliated to Xiangya School of Medicine, Central South University were retrospectively analyzed. Among them, LVH occurred in 70 cases (LVH group), none in 50 cases (NLVH group). The ventricular septal thickness (VST), left ventricular posterior diastolic wall thickness (LVPWTd) and left ventricular end diastolic diameter (LVEDD) were measured by echocardiography, the left ventricular mass (LVM) and left ventricular mass index (LVMI) were calculated. The peripheral blood expression level of miR-27b was detected by real-time quantitative polymerase chain reaction. Correlation was analyzed by Pearson correlation analysis. Receiver operating characteristic (ROC) curve was drawn to evaluate the efficacy of peripheral blood miR-27b in diagnosing LVH in patients with hypertensive.Results:The peripheral blood expression level of miR-27b in LVH group was significantly higher than that in NLVH group (6.37 ± 0.23 vs. 3.42 ± 0.18), and there was statistical difference ( t = 9.58, P<0.01). Pearson correlation analysis result showed that the peripheral blood expression of miR-27b was positively correlated with LVMI, VST, LVEDD and LVPWTd in hypertensive LVH patients ( r = 0.71, 0.63, 0.75 and 0.68; P<0.01). After eliminating risk factors (duration of hypertension, systolic blood pressure, diastolic blood pressure, different medications, uric acid), multiple linear regression analysis result showed that the peripheral blood expression of miR-27b was positively correlated with LVMI, VST, LVEDD and LVPWTd in hypertensive LVH patients ( β = 0.07, 0.63, 0.42 and 0.48; P<0.01). ROC curve analysis result showed that the area under the curve of peripheral blood expression of miR-27b in predicted LVH in patients with hypertension was 0.905 (95% CI 0.854 to 0.957), the optimal cut-off value was 4.45, the sensitivity was 84.0%, and the specificity was 82.9%. Conclusions:The high peripheral blood expression of miR-27b in hypertension LVH patients is positively correlated with LVMI and other echocardiographic parameters, which has a good predictive value of LVH in patients with hypertension.
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The paper takes heart disease dataset of UCI as experimental data,carries out disease diagnosis and calssification based on the deep learning technology of machine learning,compares with Random Forest (RF),Support Vector Machine (SVM) and Neural Network (NN) classification,and indicates that the Deep Learning (DL) technology is of great potential and important value for exploration of medical big data.
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Objective To investigate the effect of A53T α-synuclein on the expression of type 2 vesicular monoamine transporter (VMAT2) in neuronblastoma SH-SY5Y cells stably expressing A53T α-synuclein.Methods A53T α-synuclein eukaryotic plasmid was constructed by transfection of the SH-SY5Y cells using LipofectamineTM 2000, and a stable transfected monoclonal cell line was selected by G418.Western blotting and DCFH-DA staining were used to detect the effect of A53T α-synuclein overexpression on the expression of VMAT2 protein and level of reactive oxygen species (ROS).Results Western blotting showed that compared with the control group, the expression of VMAT2 protein was significantly decreased, and DCFH-DA staining showed that DCF signal was significantly increased (507.3 ±7.1) than that in the cell line stably expressing A53T α-synuclein (410.7 ±10.5) (P <0.05).Conclusions A53T α-synuclein can increase the intracellular ROS level by inhibiting the expression of VMAT2, thereby playing an important role in the pathogenesis of Parkinson′s disease.