Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans ; Schizophrenia/pathology* ; Diffusion Tensor Imaging/methods* ; Male ; Female ; Adult ; Brain/metabolism* ; Young Adult ; Middle Aged ; White Matter/pathology* ; Gene Expression ; Nerve Net/diagnostic imaging* ; Graph Neural Networks

Objective:To study the curative efficacy of wenxin granule combined with propafenone in the treatment of arrhythmia and its effects on the serum levels ofhs-CRP,TNF-α,IL-6 and heart function.Methods:96 patients of arrhythmia who were treated from July 2014 to October 2016 in our hospital were selected and randomly divided into the observation group (n=48) and the control group (n=48).The control group was treated with propafenone,while the observation group was treated with wenxin granuleon.Then the serum levels of hs-CRP,TNF-α and IL-6,heart function,clinical efficacy and incidence of adverse reactions were observed and compared between the two groups before and after the treatment.Results:After treatment,the total effective rate of observation group was significantly higher than that of the control group (P＜0.05).The serum levels of hs-CRP,TNF-α and IL-6 of observation group were significantly lower than those of the control group (P＜0.05);the left ventricular end diastolic dimension (LVEDD) and left ventricular end systolic diameter (LVESD) of observation group were significantly lower than those of the control group,and the left ventricular ejection fraction (LVEF) was significantly higher than that of control group(P＜0.05);the incidence of adverse reactions in the observation group was significantly lower than that of the control group (P＜0.05).Conclusion:Wenxin granule combined with propafenone was effective for arrhythmia,it could effectively improve the heart function and high safety,which might be related to the decrease of serum hs-CRP,TNF-and IL-6 levels.

Objective To investigate the effects of prophylactic antiviral therapy for HBV DNA negative HBV-relat-ed hepatocellular carcinoma (HCC) patients undergoing hepatic arterial chemoembolization (TACE). Methods Fifty-four consecutive patients with HBV-related HCC and received TACE were enrolled in this study. Thirty patients received pre-emptive antiviral drugs before TACE were defined as the treatment group. Twenty-four patients, who did not use antiviral drugs until HBV reactivation after TACE, were included in control group. The incidence of HBV reactivation, duration from HBV DNA positive point to the last time of TACE, the occurrence of abnormal alanine aminotransferase (ALT) caused by HBV reactivation, the peak of aspartate aminotransferase (AST) and the number of liver failure caused by HBV reactivation were observed after TACE in two groups. Results The incidence of HBV reactivation, the occurrence of abnormal ALT, the occurrence of abnormal ALT caused by HBV reactivation, the peak ALT and peak AST were significantly lower in treatment group than those of control group (P ＜ 0.05). No liver failure caused by HBV reactivation was found in treatment group. There were four patients with liver failure caused by HBV reactivation in control group. There was no significant difference in cumulative survival rate between two groups (P=0.071). Conclusion It is suggested that preemptive antiviral therapy can prevent the reactivation of hepatitis B virus, prevent the deterioration of liver function,and decrease the occurrence of liv-er failure caused by HBV reactivation in patients receiving TACE.

Of all 58 cases of knee osteoarthritis treated by acupuncture and moxibustion, 42 cases were recovered,(accounting for 72.5%), 14 cases were obviously improved (accounting for 24.1%), and 2 cases were ineffective (accounting for 3.4%). The total effective rate was 96.6%. This result demonstrated that acupuncture and moxibnstiou therapy has the good functions of dredging meridians and collaterals, activating qi and blood circulation, dispelling cold and dampness, and removing swollen to stop pain.