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Objective:To study the effect of transcranial direct current stimulation (tDCS) regulating excitability of the vagus nerve on dysphagia after stroke. Methods:From September, 2020 to February, 2021, 28 patients with dysphagia after stroke were randomly divided into control group (n = 14) and tDCS group (n = 14). Both groups accepted swallowing function training, and tDCS group received anodal tDCS over vagus nerve, while the control group received sham tDCS. They were assessed with modified Mann Assessment of Swallowing Ability (MMASA) and Australian Therapy Outcome Measures (AusTOMs)-swallowing scale before and after treatment. Results:The scores of MMASA (|t| > 5.593, P < 0.001) and AusTOMs swallowing scale (|Z| > 2.121, P < 0.05) increased in both groups after treatment, and were higher in tDCS group than in the control group (|t| = 2.439, |Z| = 2.079, P < 0.05). Conclusion:Anodal tDCS over vagus nerve may further release dysphagia after stroke.
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To make a preliminary pathological classification of lung adenocarcinoma with pure ground glass nodules(pGGN)on CT by using a deep learning model. CT images and pathological data of 219 patients(240 lesions in total)with pGGN on CT and pathologically confirmed adenocarcinoma were collected.According to pathological subtypes,the lesions were divided into non-invasive lung adenocarcinoma group(which included atypical adenomatous hyperplasia and adenocarcinoma in situ and micro-invasive adenocarcinoma)and invasive lung adenocarcinoma group.First,the lesions were outlined and labeled by two young radiologists,and then the labeled data were randomly divided into two datasets:the training set(80%)and the test set(20%).The prediction Results of deep learning were compared with those of two experienced radiologists by using the test dataset. The deep learning model achieved high performance in predicting the pathological types(non-invasive and invasive)of pGGN lung adenocarcinoma.The accuracy rate in pGGN diagnosis was 0.8330(95% =0.7016-0.9157)for of deep learning model,0.5000(95% =0.3639-0.6361)for expert 1,0.5625(95% =0.4227-0.6931)for expert 2,and 0.5417(95% =0.4029-0.6743)for both two experts.Thus,the accuracy of the deep learning model was significantly higher than those of the experienced radiologists(=0.002).The intra-observer agreements were good(Kappa values:0.939 and 0.799,respectively).The inter-observer agreement was general(Kappa value:0.667)(=0.000). The deep learning model showed better performance in predicting the pathological types of pGGN lung adenocarcinoma compared with experienced radiologists.
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Humans , Adenocarcinoma of Lung , Deep Learning , Lung Neoplasms , Retrospective Studies , Tomography, X-Ray ComputedABSTRACT
Objective:To propose a new method for detecting and evaluating traditional Chinese medicine （TCM） by artificial intelligence and machine vision technology. Method:Taking Fritillariae Cirrhosae Bulbus， Crataegi Fructus and Pinelliae Rhizoma as the research objects， big data of pictures was collected by machine vision and the image database was established. Through the intelligent analysis of the external characteristics of TCM， the deep convolutional neural network model was established to realize the functions of location detection and variety identification by means of deep learning， so as to significantly improve the accuracy of rapid identification of TCM. Result:The classification accuracy of 11 kinds of Chinese herbal pieces （raw， fried， parched and charred products of Crataegi Fructus， Pinelliae Rhizoma， Pinelliae Rhizoma Praeparatum Cum Zingibere et Alumine， Pinelliae Rhizoma Praeparatum， Pinelliae Rhizoma Praeparatum Cum Alumine and three products of Fritillariae Cirrhosae Bulbus） could be more than 99%， and the average recognition accuracy of specific categories could reach more than 97%. Conclusion:The intelligent identification technology of TCM decoction pieces realized by deep learning algorithms has the advantages of simplicity， rapidity， high precision and quantifiable detection， which can provide technical support for the quality detection and evaluation of TCM， and enrich the research ideas of quality evaluation of TCM.
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Objective To investigate the effect of respiratory training on sleep breathing parameters in cerebral infarction patients complicated with obstructive sleep apnea syndrome(OSAS). Methods From March 1st,2016 to August 30th,2017,60 young and middle-aged patients with cerebral infarction in bas-al ganglia complicated with OSAS in Wenzhou Hospital were divided into control group and respiratory training group with 30 cases in each group.All subjects underwent clinical data registration,and received conventional treatment and rehabilitation.The respiratory training group accepted manual respiratory training in addition,once a day,five times a week,for eight weeks.Before and after treatment,they were monitored to access apnea-hypop-nea index(AHI),maximum oral pressure,average oxyhemoglobin saturation(SaO2),the lowest SaO2,the oxygen desaturation index,duration of lowest SaO2,and time percentages of SaO2<90% and<80%. Results After treatment,the AHI,the maximum oral pressure,the average SaO2,the lowest SaO2and the time percentage of SaO2<90% were better in the respiratory training group than in the control group(t>3.086,P<0.01). Conclusion Respiratory training could improve the respiratory function, reduce the airway resistance, and relieve the nocturnal sleep apnea symptom. It may be one of the rehabilitation methods for brain injury complicated with OSAS.
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Objective To investigate the effects and potential mechanism of hydroxycinnamic acid(HYD)on lipogenesis and glucose consumption in HepG2 cells and C2C12 myotubes. Methods The function of HYD on oleic acid(OA)elicited lipid ac-cumulation was measured by oil red O staining. Intracellular quantification of total cholesterol(TC)and triglycerides(TG)in HepG2 cells,and cell viability were observed by MTT assay. Additionally,glucose metabolic action of HYD was tested by glucose consump-tion in HepG2 cells and glucose uptake in C2C12 myotubes. The expression of glucose and lipid metabolism-related genes were detect-ed by real-time quantitative PCR(RT-PCR). Results Treatment with HYD significantly inhibited lipid accumulation in HepG2 cells in a dose-dependent manner without influence on cell viability. Meanwhile,HYD had the capability to increase glucose consumption in HepG2 cells and glucose uptake in C2C12 myotubes. Furthermore,RT-PCR revealed that the beneficial effect of HYD was associat-ed with the down-regulation of sterol regulatory element-binding proteins-1a,-1c,-2(SREBP-1a,SREBP-1c,and SREBP-2),fatty acid synthase(FAS),acetyl-CoA carboxylase(ACC),and hydroxyl methyglutaryl CoA reductase(HMGR),and up-regulation of per-oxisome proliferator-activated receptorα(PPARα). Conclusion HYD is an effective regulator of lipogenesis and glucose consump-tion. Up-regulation of PPAR may partially,if not wholly,participate in its beneficial effect.
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Objective To compare the clinical significance of peripheral blood neutrophil to lymphocyte ratio (NLR) and platelet to lymphocyte ratio (PLR) in predicting prognosis of patients with hepatocellular carcinoma (HCC).Methods The clinical data of 661 patients with HCC were retrospectively analyzed.Routine peripheral blood test results were used to calculate the NLR and PLR,and the receiver operating characteristic (ROC) curves were drawn.Using the thresholds of NLR and PLR,the patients were divided into the low NLR group and the high NLR group,and the low PLR group and the high PLR group.Overall survival (OS) and disease free survival (DFS) were evaluated by the Kaplan-Meier method.Independent prognostic predictors were determined by the Cox proportional hazard model.Results The NLR and PLR thresholds were 2.790 and 99,respectively.Analysis of the ROC curves showed higher NLR and PLR were significantly associated with poorer OS and DFS (all P ＜ 0.05).Multivariate analysis showed that NLR was an independent risk factor of OS and DFS (both P ＜ 0.05).The results remained unchanged when the NLR was further analyzed by applying different cut-off values of 2.810 and 3.In subgroup analysis,NLR remained an independent factor of Barcelona Clinical Liver Cancer staging system (BCLC) 0/A/B (P ＜ 0.05 for all measurements).Conclusion An elevated preoperative NLR could be a better prognostic predictor for HCC patients in comparison with PLR,especially for BCLC 0/A/B patients.
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The DNA demethylase genes are widespread in plants. Four DNA demethylase genes (LJDME1, LJDME2, LJDME3 and LJDME4) were obtained from transcriptome dataset of Lonicera japonica Thunb by using bioinformatics methods and the proteins' physicochemical properties they encoded were predicted. The phylogenetic tree showed that the four DNA demethylase genes and Arabidopsis thaliana DME had a close relationship. The result of gene expression model showed that four DNA demethylase genes were different between species. The expression levels of LJDME1 and LJDME2 were even more higher in Lonicera japonica var. chinensis than those in L. japonica. LJDME] and LJDME2 maybe regulate the active compounds of L. japonica. This study aims to lay a foundation for further understanding of the function of DNA demethylase genes in L. japonica.
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Computational Biology , DNA, Plant , Chemistry , Genes, Plant , Lonicera , Genetics , Oxidoreductases, O-Demethylating , Genetics , Phylogeny , Plant Proteins , Genetics , TranscriptomeABSTRACT
The DNA demethylase genes are widespread in plants. Four DNA demethylase genes (LJDME1, LJDME2, LJDME3 and LJDME4) were obtained from transcriptome dataset of Lonicera japonica Thunb by using bioinformatics methods and the proteins' physicochemical properties they encoded were predicted. The phylogenetic tree showed that the four DNA demethylase genes and Arabidopsis thaliana DME had a close relationship. The result of gene expression model showed that four DNA demethylase genes were different between species. The expression levels of LJDME1 and LJDME2 were even more higher in Lonicera japonica var. chinensis than those in L. japonica. LJDME] and LJDME2 maybe regulate the active compounds of L. japonica. This study aims to lay a foundation for further understanding of the function of DNA demethylase genes in L. japonica.
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A RP-HPLC method was developed to evaluate the quality of Picrasmae Ramulus et Folium by simultaneous determination of five constituents including 1-hydroxymethyl-beta-carboline (1), 1-methoxicabony-beta-carboline (2), 4-methoxy-5-hydroxy-canthin-6-one (3), 4, 5-dimethoxy-canthin-6-one (4) and maackiain (5) in Picrasmae Ramulus et Folium. The samples were separated on a Kromasil RP-C18 (4.6 mm x 250 mm, 5 microm) column eluted with acetonitrile and 0.1% phosphoric acid as mobile phases in gradient mode. The detection wavelength was set at 254 nm. The calibration curves and linearity of the above five standards were determined as (1) Y = 6 525.6X + 37.25 (0.009-1.780 microg, r = 0.996 8), (2) Y = 3 662.3X + 41.55 (0.005-0.920 microg, r = 0.999 5), (3) Y = 3763.1X + 146.87 (0.015-3.060 microg, r = 0.999 0), (4) Y = 2 174.1X + 21.52 (0.003-0.620 microg, r = 0.999 5), and (5) Y = 276.25X + 7.65 (0.010-1.960 microg, r = 0.998 9), respectively. The method is simple and repeatable, and can be used for the quality assessment of Picrasmae Ramulus et Folium.
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Alkaloids , Calibration , Carbolines , Chromatography, High Pressure Liquid , Methods , Chromatography, Reverse-Phase , Methods , Flavonoids , Indole Alkaloids , Picrasma , Chemistry , Plant Leaves , Chemistry , Plant Stems , Chemistry , Pterocarpans , Reproducibility of ResultsABSTRACT
OBJECTIVES@#To explore HtrA1 gene expression and its regulation in human gastric cancers.@*METHODS@#The HtrA1 mRNA levels were examined by QPCR analysis and confirmed its expression with Northern blot analysis. The HtrA1 protein levels in all six gastric epithelial cell lines were investigated by Western blot analysis. Gene copy number was accessed and then sequenced the coding region from each mRNA in all six cell lines. The HtrA1 promoter region DNA methylation status was detected by using bisulfite sequencing analysis. Effect of decitabine and TSA on HTRA1 expression in gastric cancer cell line was determined by RTPCR.@*RESULTS@#HIC analysis indicated that HtrA1 was highly expressed in normal epithelium, but dramatically down-regulated in gastric carcinoma tissues and variably expressed in tumor-adjacent tissues. HtrA1 gene expression was dramatically decreased in gastric carcinoma cells compared to non-tumorigenic counterparts. The HtrA1 gene loss in any of the 4 breast cancer cell lines was not detected. Total 14 CpGs in this region were all methylated in gastric cancer cells, whereas two normal cells, GES-1 and HFI-145, were having several unmethylated cytosines in this region. HtrA1 showed as ~Mr 44,000, Expression of HtrA1 protein was not observed in any of the four gastric cancer cell lines, BGC-823, MKN-45, SGC-7901and MKN-28. HtrA1 expression was observed in the HFI-145and GES-1 cell lines.@*CONCLUSIONS@#The epigenetic silencing for HtrA1 gene expression could provide a possible strategy for re-activating HtrA1 gene expression in gastric cancer cells, thus facilitating further investigation of HtrA1's role in chemotherapy.
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<p><b>OBJECTIVE</b>To study clinical effects of double plates fixation for the treatment of acromion base fracutres.</p><p><b>METHODS</b>From January 2010 to May 2012, 7 patients with acromion base fractures were treated with double plates ORIF surgical treatment. There were 5 males and 2 females, with an average age of 36.3 years old (ranged, 24 to 62 years old). All fractures were acuted and closed injuries. The duration from injury to surgery was 4.6 days (ranged, 2 to 10 days). Hardegger functional criterion, Visual Analogue Scale (VAS) and complications of the patients were documented analysis.</p><p><b>RESULTS</b>All the patients were followed up,and the duration ranged from 4 to 13 months (averaged 8.9 months). The healing duration of fractures ranged from 8 to 14 weeks without any infection, shoulder instability, subacromial impingement syndrome, nonunion and failure of internal fixation. At the latest follow-up, the VAS ranged from 0 to 5. According to Hardegger criterion, 2 patients got an excellent result, 4 good and 1 poor.</p><p><b>CONCLUSION</b>Double plates ORIF plays a positive role in the treatment of acromion base fractures, which reduces complications and maximally restore the function of shoulder.</p>
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Adult , Female , Humans , Male , Middle Aged , Acromion , Wounds and Injuries , General Surgery , Bone Plates , Fracture Fixation, Internal , Methods , Fractures, Bone , General Surgery , Visual Analog ScaleABSTRACT
<p><b>OBJECTIVE</b>To study the developmental phase on the growth and active compounds in Scutellaria baicalensis.</p><p><b>METHOD</b>Seeds of wild plants were collected from Laiwu and sowed in Fangshan (Beijing) and Laiwu (Shandong). Samples of aerial and underground parts were collected in five growth periods of sprouts, seedlings, flowering, seed drop and withered periods respectively. The length of taproot, fresh weight of root, diameter of taproot and the length of stem were determined. The content of active compounds and total flavonoids were determined by HPLC and ultraviolet spectrophotometry respectively. The transcripted level of PAL1, PAL2, PAL3, C4H, 4CL, CHS, GUS and UBGAT were analyzed with RT-PCR.</p><p><b>RESULT</b>The results showed that the aerial part of S. baicalensis grew quickly before flowering stage, and the underground part grew mostly between the periods of flowering and withered. In the whole growing developmental periods, the content of total flavonoids was not changed significantly, the content of baicalin was increased gradually and the content of baicalein was decreased gradually. Expression level of PAL and 4CL was the highest in withered period, CHS was increased between flowering and seed drop and decreased in withered period.</p><p><b>CONCLUSION</b>Seedlings and withered periods may be the key phase affecting the growth and active compounds in S. baicalensis.</p>
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Acyltransferases , Genetics , Metabolism , Chromatography, High Pressure Liquid , Coenzyme A Ligases , Genetics , Metabolism , Flavonoids , Metabolism , Flowers , Genetics , Metabolism , Gene Expression Regulation, Developmental , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Plant , Glucuronidase , Genetics , Metabolism , Glucuronosyltransferase , Genetics , Metabolism , Phenylalanine Ammonia-Lyase , Genetics , Metabolism , Plant Proteins , Genetics , Metabolism , Plant Roots , Genetics , Metabolism , Plant Stems , Genetics , Metabolism , Reverse Transcriptase Polymerase Chain Reaction , Scutellaria baicalensis , Genetics , Metabolism , Seedlings , Genetics , Metabolism , Spectrophotometry, Ultraviolet , Time Factors , Trans-Cinnamate 4-Monooxygenase , Genetics , MetabolismABSTRACT
<p><b>OBJECTIVE</b>To analysis the effects of water deficit on the transcript level of SOD, APX, DHAR and MDHAR genes in Scutellaria baicalensis.</p><p><b>METHOD</b>Three-month-old S. baicalensis was in glasshouse under water deficit stress, and the transcript level of SOD, APX, DHAR and MDHAR genes were analysis utilized semi-quantitative RT-PCR.</p><p><b>RESULT</b>Compared with the control group, a significant decline of the transcriptional level of APX gene was observed at 70 days after water deficit. The transcript level of DHAR gene was reduced at 30 and 50 days after water deficit. And MDHARI gene was significant declined at 50 days.</p><p><b>CONCLUSION</b>AsA which is an important antioxidant plays a major role in hydrogen peroxide clear system under water deficit, and maybe have an antagonistic effect to the accumulation of baicalein.</p>
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Ascorbate Peroxidases , Genetics , Metabolism , Ascorbic Acid , Metabolism , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Plant , Hydrogen Peroxide , Metabolism , NADH, NADPH Oxidoreductases , Genetics , Metabolism , Oxidoreductases , Genetics , Metabolism , Plant Proteins , Genetics , Metabolism , Reverse Transcriptase Polymerase Chain Reaction , Scutellaria baicalensis , Genetics , Metabolism , Superoxide Dismutase , Genetics , Metabolism , Time Factors , Water , Metabolism , PharmacologyABSTRACT
<p><b>OBJECTIVE</b>To study the function of the chalcone synthese gene introns in Scutellaria baicalensis, and clarify preliminarily their role in abiotic stress.</p><p><b>METHOD</b>The CHS introns with specific primers were cloned and bioinformatic method was applied to predict the cis-elements in the intron of CHS. The introns were subcloned into binary vector, pCAMBIA-1301 before being transferred to tobacco. Then the activity of GUS of the transgenic tobacco seeds was analyzed.</p><p><b>RESULT</b>Seven cis-elements were found in the introns. Under the dark and high temperature GUS expression rose at the first (3 h), but then declined (9 h). ABA and MeJA regulated insignificantly the GUS activity in normal temperature; treatment of 10% PEG induced GUS expression.</p><p><b>CONCLUSION</b>CHS introns could be play a role in the regulation of S. baicalensis phenylpropanoid biosynthetic pathway.</p>
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Acyltransferases , Genetics , Base Sequence , Gene Expression Regulation, Plant , Gene Order , Genetic Vectors , Introns , Molecular Sequence Data , Plants, Genetically Modified , Genetics , Metabolism , Polyethylene Glycols , Pharmacology , Regulatory Sequences, Nucleic Acid , Genetics , Scutellaria baicalensis , Genetics , Sequence Alignment , Tobacco , Genetics , MetabolismABSTRACT
OBJECTIVE To investigate antibiotic resistance in nosocomial infections with Acinetobacter baumannii from lower respiratory tract in the intensive care unit(ICU) and guide clinically rational use of drug.METHODS Antibiotics susceptibility tests in 109 clinical isolates of A.baumannii from lower respiratiory tract were performed by K-B disk diffusion method.The results were judged according to CLSI 2007.As controls,standard strain was used simultaneously.RESULTS The sensitivity rate to cefoperazone/sulbactam was the highest,arriving at 77.1% and followed by imipenem(57.8%) and meropenem(54.9%).The other antibiotics were below 50.0%,generally.The serious cross-resistance phenomenon was in present.Pan-resistant strains had been detected.CONCLUSIONS The drug-resistant status in nosocomial infections with A.baumannii from lower respiratory tract in ICU is very serious.We should continue to strengthen the monitoring of the antibiotic resistance and prevent the outbreak epidemics of drug resistant strains in ICU.