Closed-loop neuromodulation, especially using the phase of the electroencephalography (EEG) rhythm to assess the real-time brain state and optimize the brain stimulation process, is becoming a hot research topic. Because the EEG signal is non-stationary, the commonly used EEG phase-based prediction methods have large variances, which may reduce the accuracy of the phase prediction. In this study, we proposed a machine learning-based EEG phase prediction network, which we call EEG phase prediction network (EPN), to capture the overall rhythm distribution pattern of subjects and map the instantaneous phase directly from the narrow-band EEG data. We verified the performance of EPN on pre-recorded data, simulated EEG data, and a real-time experiment. Compared with widely used state-of-the-art models (optimized multi-layer filter architecture, auto-regress, and educated temporal prediction), EPN achieved the lowest variance and the greatest accuracy. Thus, the EPN model will provide broader applications for EEG phase-based closed-loop neuromodulation.
Humans ; Electroencephalography/methods* ; Brain/physiology* ; Machine Learning ; Signal Processing, Computer-Assisted ; Male ; Adult ; Neural Networks, Computer ; Brain Waves/physiology*

Objective:To summarize the clinical features of reversible posterior encephalopathy syndrome(PRES)after allogeneic hematopoietic stem cell transplantation(allo-HSCT)in children.Methods:The clinical data of six children who developed PRES after undergoing allo-HSCT in the Department of Hematology of Wuhan Children's Hospital from June 2016 to December 2022 were retrospectively analyzed,and their clinical characteristics,imaging examination,laboratory examination,and treatment regression were summarized.Results:Among 281 children underwent allo-HSCT,6 cases(2.14％)developed PRES,with a median age of 5.1(1.5-9.7)years old.4 cases underwent related haploidentical donor transplantation,and 2 cases underwent sibling allografting and unrelated donor allografting donor transplantation,respectively.All six children had an acute onset of illness,with clinical manifestations of nausea and vomiting,seizures,psychiatric disorders,visual disturbances.The five cases elevated blood pressure.All children with PRES were treated with oral immunosuppressive drugs during seizures,and 3 cases were combined with different degrees of graft-versus-host disease.Most of the children showed effective improvement in clinical symptoms and imaging after adjusting/discontinuing suspected medications(cyclosporine,etc.)and symptomatic supportive treatments(oral antihypertensive,diazepam for antispasmodic,mannitol to lower cranial blood pressure),and one of them relapsed more than 8 months after the first seizure.Conclusion:PRES is rare after hematopoietic stem cell transplantation in children,and its onset may be related to hypertension,cytotoxic drugs,graft-versus-host disease,etc.Most of them can be recovered after active treatment,but not completely reversible,and the prognosis of those who combined with TMA is poor.

Objective To investigate the activated phenotype and the expression of the receptor of advanced glycation endproducts(RAGE)of astrocytes after hypoxic-ischemic brain damage(HIBD)in neonatal rats and the effects of gastrodin(GAS)intervention on them.Methods Totally 48 neonatal 3 days SD rats were used to construct HIBD model and randomly divided into sham group,HIBD group and HIBD+GAS group(100 mg/kg),and the expressions of Al type astrocyte marker C3,A2 type astrocyte marker S100A10,RAGE,tumor necrosis factor-α(TNF-α),brain-derived neurotrophic factor(BDNF),and insulin-like growth factor(IGF-1)in the corpus callosum of the ischemic side were detected by Western blotting and immunohistochemical staining on day 1 and day 3 after HIBD.TNC-1 cells were divided into control group,oxygen glucose deprivation(OGD)group,OGD+GAS(0.34 mmol/L)group and GAS group,and then the protein expressions of RAGE,TNF-α,BDNF and IGF-1 were detected by Western blotting and immunofluorescence.Results In vivo,Western blotting showed that compared with the sham group,the protein expression levels of C3,S100A10,RAGE,TNF-α and IGF-1 in the 1 day and 3 days groups after HIBD group in 1 day group were significantly higher than those in the sham group(P＜0.05),but the protein expression level of BDNF decreased in 1 day group and increased in 3 days group(P＜0.05).Compared with the HIBD group,the C3,RAGE and TNF-α protein expression levels were significantly attenuated in the HIBD+GAS group(P＜0.05),and the protein expression levels of BDNF and IGF-1 further increased(P＜0.05).The protein expression of S100A10 in the 3 days group was higher than that in the HIBD group after GAS treatment(P＜0.05).The immunohistochemical staining results of C3,S100A10,and RAGE in the 1 day and 3 days groups after HIBD were consistent with Western blotting results.Furthermore,the protein expressions of RAGE and TNF-α were significantly enhanced in OGD-stimulated astrocytes(P＜0.05).After GAS intervention,while the expressions of both RAGE and TNF-α decreased significantly(P＜0.05),the expressions of BDNF and IGF-1 increased significantly(P＜0.05).Conclusion With inhibiting the up-regulation of RAGE signal in astrocyte after HIBD and expressions of A1 astrocyte and neuroinflammatory factors,gastrodin can promot the expressions of A2 astrocyte and nutritional factors,which play an important role in neuro-protective effect.

The twenty-first century has already recorded more than ten major epidemics or pandemics of viral disease, including the devastating COVID-19. Novel effective antivirals with broad-spectrum coverage are urgently needed. Herein, we reported a novel broad-spectrum antiviral compound PAC5. Oral administration of PAC5 eliminated HBV cccDNA and reduced the large antigen load in distinct mouse models of HBV infection. Strikingly, oral administration of PAC5 in a hamster model of SARS-CoV-2 omicron (BA.1) infection significantly decreases viral loads and attenuates lung inflammation. Mechanistically, PAC5 binds to a pocket near Asp49 in the RNA recognition motif of hnRNPA2B1. PAC5-bound hnRNPA2B1 is extensively activated and translocated to the cytoplasm where it initiates the TBK1-IRF3 pathway, leading to the production of type I IFNs with antiviral activity. Our results indicate that PAC5 is a novel small-molecule agonist of hnRNPA2B1, which may have a role in dealing with emerging infectious diseases now and in the future.
Animals ; Mice ; Antiviral Agents/pharmacology* ; COVID-19 ; Hepatitis B virus ; Interferon Type I/metabolism* ; SARS-CoV-2/drug effects* ; Heterogeneous-Nuclear Ribonucleoprotein Group A-B/antagonists & inhibitors*

A new [7,10∶1,5]-patchoulane-type sesquiterpenoid was isolated and purified by silica gel column chromatography, medium pressure liquid chromatography, and semi-preparative high performance liquid chromatography. Based on IR, HR-ESI-MS, NMR, and X-single crystal diffraction data analyses, compound 1 was determined to be (-)-(3S,4R,5R,7R,10R)-[7,10∶1,5]patchoul-1(2)-en-3,4-diol. It showed an inhibitory effect on LPS-induced NO production in RAW264.7 cells.

Objective: To investigate the prevalence, awareness, treatment and control status of dyslipidemia among females aged ≥35 years old across China. Methods: Participants were selected by stratified multistage random sampling method in the "Twelfth Five-Year Plan" National Science and Technology Support Project "Survey on the Prevalence of Important Cardiovascular Diseases and Key Technology Research in China" project. This study is a retrospective, cross-sectional study. A total of 17 418 females aged 35 years and over were included in the current study. The basic information such as age, medical history and menopause was collected by questionnaire. The blood lipid parameters were derived from clinical laboratory examinations. The prevalence of dyslipidemia and the rate of awareness, treatment, and control of dyslipidemia were analyzed in females aged 35 years and over. Results: The age of participants was (56.2±13.0) years old, and the prevalence of dyslipidemia was 33.1% (5 765/17 418). The prevalence rates of high total cholesterol, hypertriglyceridemia, low HDL-C and high LDL-C were 9.7% (1 695/17 418), 11.1% (1 925/17 418), 10.9% (1 889/17 418) and 7.3% (1 262/17 418), respectively. The prevalence of dyslipidemia increased with age and the prevalence of dyslipidemia in women who were not married, Han, menarche age>16 years, obesity, central obesity, alcohol consumption, diabetes, hypertension and family history of cardiovascular disease were higher than those without such characteristics (P<0.05). There were 10 432 (59.9%) menopausal females in this cohort and prevalence of dyslipidemia of these participants was 38.8% (4 048/10 432), which was higher than that of non-postmenopausal females (24.6%, 1 717/6 986) (P<0.05). The awareness rates, treatment rates and control rates of dyslipidemia were 33.9% (1 953/5 765), 15.1% (870/5 765) and 2.5% (143/5 765) respectively among females aged 35 years and over in China. Conclusion: The prevalence of dyslipidemia in Chinese females aged 35 years and over is high, and its awareness, treatment, and control rates need to be optimized.
Adult ; Aged ; Cardiovascular Diseases ; China/epidemiology* ; Cross-Sectional Studies ; Dyslipidemias/epidemiology* ; Female ; Humans ; Middle Aged ; Obesity/epidemiology* ; Prevalence ; Retrospective Studies ; Risk Factors

OBJECTIVE: To observe the effect of electroacupuncture (EA) on vascular endothelial growth factor-C (VEGF-C), vascular endothelial growth factor receptor-3 (VEGFR-3), proinflammatory factors and apoptosis in myocardial tissue in mice with acute myocardial ischemia (AMI), and to explore the mechanism of EA for AMI. METHODS: Fifty male C57BL/6 mice were randomly divided into a sham operation group, a model group, an EA group, an inhibitor group and an inhibitor+EA group, 10 mice in each group. Except for the sham operation group, the mice in the remaining groups were intervented with ligation at the left anterior descending (LAD) coronary artery to establish AMI model. The mice in the sham operation group were intervented without ligation after thoracotomy. The mice in the EA group were intervented with EA at "Shenmen" (HT 7) and "Tongli" (HT 5), disperse-dense wave, 2 Hz/15 Hz in frequency, 1 mA in current intensity, 30 min each time, once a day, for 3 d. The mice in the inhibitor group were treated with intraperitoneal injection of SAR 131675 (12.5 mg•kg^-1•d^-1, once a day for 3 d). The mice in the inhibitor+EA group were injected intraperitoneally with SAR 131675 30 min before EA. The ECG before modeling, 30 min after modeling and 3 d after intervention was detected, and the ST segment displacement was recorded; after the intervention, the ELISA method was applied to measure the contents of serum creatine kinase isoenzyme (CK-MB), aspartate aminotransferase (AST) as well as tumor necrosis factor-α (TNF-α) and interleukin-23 (IL-23) in myocardial tissue; the HE staining method was used to observe the morphological changes of myocardial tissue; the immunofluorescence double labeling method was applied to measure the number of co-expression positive cells of VEGF-C/VEGFR-3 in myocardial tissue; the TUNEL method was used to detect the level of cardiomyocyte apoptosis; the Western blot method was applied to measure the protein expressions of VEGF-C, VEGFR-3, b-lymphoma-2 (Bcl-2), activated caspase-3 (Cleaved Caspase-3) and activated poly adenosine diphosphate ribose polymerase-1 (Cleaved PARP-1). RESULTS: Compared with the sham operation group, in the model group the ST segment displacement was increased (P<0.01); the contents of CK-MB, AST, TNF-α and IL-23 were increased (P<0.01); the arrangement of myocardial fibers was disordered, and interstitial inflammatory cell infiltration was obvious; the number of co-expression positive cells of VEGF-C/VEGFR-3 was decreased (P<0.01); the number of cardiomyocyte apoptosis was increased (P<0.01); the expressions of VEGF-C, VEGFR-3 and Bcl-2 were decreased (P<0.01); the expressions of Cleaved Caspase-3 and Cleaved PARP-1 were increased (P<0.01). Compared with the model group, in the EA group the ST segment displacement was decreased (P<0.01); the contents of CK-MB, AST, TNF-α, IL-23 were decreased (P<0.01); the severity of myocardial pathological injury was reduced; the number of co-expression positive cells of VEGF-C/VEGFR-3 was increased (P<0.01); the number of cardiomyocyte apoptosis was reduced (P<0.01); the expressions of VEGF-C, VEGFR-3 and Bcl-2 were increased (P<0.01); the expressions of Cleaved Caspase-3 and Cleaved PARP-1 were reduced (P<0.01). There was no significant difference in all the indexes between the model group and the inhibitor group (P>0.05). Compared with the model group, the protein expression of VEGF-C was increased in the inhibitor+EA group (P<0.01). Compared with the inhibitor group, in the EA group the ST segment displacement was decreased (P<0.01); the contents of CK-MB, AST, TNF-α, IL-23 were decreased (P<0.01); the severity of myocardial pathological injury was reduced; the number of co-expression positive cells of VEGF-C/VEGFR-3 was increased (P<0.05); the number of cardiomyocyte apoptosis was reduced (P<0.01); the expressions of VEGF-C, VEGFR-3 and Bcl-2 were increased (P<0.01); the expressions of Cleaved Caspase-3 and Cleaved PARP-1 were reduced (P<0.01). Compared with the inhibitor+EA group, all the indexes in the EA group were improved except the protein expression of VEGF-C (P<0.01). CONCLUSION EA could relieve the inflammatory reaction and apoptosis in AMI mice, and its mechanism may be related to activating VEGF-C/VEGFR-3 pathway and promoting lymphangion genesis.
Mice ; Male ; Animals ; Electroacupuncture ; Vascular Endothelial Growth Factor Receptor-3 ; Caspase 3 ; Vascular Endothelial Growth Factor C ; Tumor Necrosis Factor-alpha/genetics* ; Vascular Endothelial Growth Factor A/genetics* ; Poly(ADP-ribose) Polymerase Inhibitors ; Mice, Inbred C57BL ; Myocardial Ischemia/metabolism* ; Apoptosis ; Interleukin-23 ; Proto-Oncogene Proteins c-bcl-2

To evaluate the efficacy and safety of Songling Xuemaikang Capsules combined with conventional Western medicine in the treatment of essential hypertension. PubMed, VIP, CNKI, Wanfang and other databases were retrieved from the establishment of the database to February 2020 for clinical randomized controlled trial(RCT) about Songling Xuemaikang Capsules combined with conventional Western medicine in the treatment of essential hypertension. The literatures were screened out according to the inclusion criteria, and RevMan 5.3 software was used for Meta-analysis. A total of 3 100 patients in 27 RCTs were enrolled. According to Meta-analysis, Songling Xuemaikang Capsules combined with conventional Western medicine could effectively reduce systolic blood pressure(MD=-7.88,95%CI[-9.68,-6.08],P<0.000 01) and diastolic blood pressure(MD=-7.85, 95%CI[-9.07,-6.62], P<0.000 01), triglyceride(MD=-0.46, 95%CI[-0.66,-0.26], P<0.000 01) and total cholesterol(MD=-0.92, 95%CI[-1.49,-0.35], P=0.001), but increase HDL cholesterol(MD=0.51, 95%CI[0.28, 0.73], P<0.000 01), with a better effect than the Western medicine group alone. The results of LDL-C analysis showed that there was no significant difference between the two groups(MD=-0.91, 95%CI[-1.82, 0.01], P=0.05). The subgroup analysis suggested that reduced systolic blood pressure may be related to the use of ARB. There was a close correlation between CCB drugs and the decrease of diastolic blood pressure. In addition, there was no significant difference in the compliance and the incidence of adverse reactions. Clinical application of Songling Xuemaikang Capsules combined with Western medicine in the treatment of patients with essential hypertension has clear efficacy and certain safety. More clinical randomized controlled trials are needed for verification in the future.
Angiotensin Receptor Antagonists ; Angiotensin-Converting Enzyme Inhibitors ; Capsules ; Drugs, Chinese Herbal ; Essential Hypertension/drug therapy* ; Humans

To systematically evaluate the efficacy and safety of Yangxue Qingnao Granules combined with conventional Western medicine in the treatment of essential hypertension and its accompanying symptoms. PubMed, EMbase, Cochrane Library, VIP, CNKI, Wanfang, and China biomedical database(CBD) were searched to screen out from the establishment of the database to April 2020 about the clinical randomized controlled trials of Yangxue Qingnao Granules combined with conventional Western medicine in the treatment of essential hypertension and accompanying symptoms. The articles were selected according to the inclusion and exclusion criteria. RevMan 5.3 software was used for Meta-analysis. TSA 0.9.5.10 Beta software was used for sequential analysis, and GRADE 3.6 was used for evidence quality evaluation. A total of 4 532 patients were included in 34 randomized controlled trials. Meta-analysis results showed that: Yangxue Qingnao Granules combined with conventional anti-hypertensive agents reduced systolic blood pressure(MD=-10.56, 95%CI[-13.63,-7.50], P<0.000 01) and diastolic blood pressure(MD=-8.21, 95%CI[-10.84,-5.59], P<0.000 01), improved total effective rate(RR=1.21, 95%CI[1.14, 1.29], P<0.000 01), improved patients dizziness(RR=1.29, 95%CI[1.21, 1.37], P<0.000 01), insomnia(RR=1.66, 95%CI[1.44, 1.91], P<0.000 01), headache(RR=1.32, 95%CI[1.21, 1.43], P<0.000 01), chest distress(RR=1.26, 95%CI[1.12, 1.42], P=0.000 1), memory loss(RR=1.24, 95%CI[1.10, 1.40], P=0.000 4), palpitation(RR=1.28, 95%CI[1.17, 1.41], P<0.000 01), and improved traditional Chinese medicine symptom scores(MD=-4.24, 95%CI[-5.25,-3.23], P<0.000 01) and headache symptom improvement scores(MD=-2.02, 95%CI[-2.51,-1.53], P<0.000 01) as compared with Western medicine group alone. Subgroup analysis results showed that Yang-xue Qingnao Granules combined with ACEI drug had more obvious effects in lowering systolic blood pressure and diastolic blood pressure. There was no statistically significant difference in the incidence of adverse reactions, and no abnormal liver and kidney function was observed in each study. Trial sequential analysis showed that the total effective rate was cumulative across the traditional and TSA thresholds, further confirming its clinical efficacy. The evidence level was mostly low or extremely low in GRADE evaluation. The clinical application of Yangxue Qingnao Granules combined with conventional Western medicine in the treatment of essential hypertension and its accompanying symptoms is clear and safe, so it is recommended for clinical application.
Antihypertensive Agents/adverse effects* ; China ; Drugs, Chinese Herbal/adverse effects* ; Essential Hypertension ; Humans ; Medicine, Chinese Traditional ; Randomized Controlled Trials as Topic