1.Classification of cold and hot medicinal properties of Chinese herbal medicines based on graph convolutional network
Digital Chinese Medicine 2024;7(4):356-364
Methods:
After screening the dataset provided in the published literature, this study included 495 CHMs and their 8 075 compounds. Three molecular descriptors were used to represent the compounds: the molecular access system (MACCS), extended connectivity fingerprint (ECFP), and two-dimensional (2D) molecular descriptors computed by the RDKit open-source toolkit (RDKit_2D). A homogeneous graph with CHMs as nodes was constructed and a classification model for the cold and hot medicinal properties of CHMs was developed based on a GCN using the molecular descriptor information of the compounds as node features. Finally, using accuracy and F1 score to evaluate model performance, the GCN model was experimentally compared with the traditional machine learning approaches, including decision tree (DT), random forest (RF), k-nearest neighbor (KNN), Naïve Bayes classifier (NBC), and support vector machine (SVM). MACCS, ECFP, and RDKit_2D molecular descriptors were also adopted as features for comparison.
Results:
The experimental results show that the GCN achieved better performance than the traditional machine learning approach when using MACCS as features, with the accuracy and F1 score reaching 0.836 4 and 0.845 3, respectively. The accuracy and F1 score have increased by
2.Tonsillectomy for peritonsillar abscess
Lingbo LI ; Lin LIN ; Mengling WEI ;
Chinese Archives of Otolaryngology-Head and Neck Surgery 2006;0(11):-
OBJECTIVE To study the best timing of tonsillectomy for peritonsillar abscess (PTA).METHODS The clinical data of 326 cases with PTA were reviewed.Among them,167 cases (group 1) underwent tonsillectomy in the period of abscesses,the other 159 cases (group 2) underwent elective tonsillectomy.RESULTS In group 1,the mean unilateral bleeding was (10?2.3)ml during operation,postoperative bleeding rate was 3.0%, mean operation time was (10?1.2)min and mean hospitalization period was (8?1.1)d.While in group 2,the mean unilateral bleeding was (21?2.1)ml during operation,postoperative bleeding rate was 6.9%,mean operation time was (20?1.5)min and mean hospitalization period was (16?1.3)d.There were significant differences between the two groups in the bleeding amount,operation time,postoperative bleeding rate and hospitalization period (P0.05). CONCLUSION For patients with good general conditions and no contradiction for operation, tonsillectomy implemented 3-4 days after drainage of abscess shows obvious advantages than elective operation.
3.The effect of uvulopalatopharyngoplasty by radio frequency plasma
Mengling WEI ; Lingbo LI ; Huanhua QIN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2010;(3):116-118
Objective:To study the effect of uvulopalatopharyngoplasty(UPPP) by using radio frequency plasma on obstructive sleep apnea-hypopnea syndrome(OSAHS) with Velopharyngeal obstruction.Method:Eighty-one cases that were diagnosed as OSAHS with Velopharyngeal obstruction were randomized into two groups, UPPP group and radio frequency plasma Velopharynoplasty group. Result:Six months after operation, the effects in both groups were similar.Conclusion:Radio frequency plasma Uvulopalatopharyngoplasty is safe, time saving, less hemorrhage with good effects.
4.Pharmacodynamics of Modified Xiaochaihutang Granules and Its Active Ingredients Group on Gastric Ulcer
Wei LIU ; Mengling YANG ; Xuejian CHEN ; Aijun ZHOU ; Shuhe CHEN ; Yanwen LIU
China Pharmacist 2017;20(6):1031-1034
Objective: To investigate the pharmacodynamics of modified Xiaochaihutang granules (MXG) and its active ingredients group (AIG) on gastric ulcer in order to provide scientific basis for the clinical effect and lay foundation for the development of related hospital preparations.Methods: Gastric ulcer models induced by pyloric ligation,acetic acid and ethanol were applied to observe the curative effects of MXG and its AIG, and the effects of MXG and its AIG on gastric secretion, gastric acid content, pepsin activity, superoxide dismutase (SOD) and malondialdehyde(MDA) contents were also studied.Results: Compared to the model control group,MXG and AIG could significantly reduce the ulcer index(P<0.01), total acidity(P<0.01),and pepsin activity (P<0.05 or 0.01), increase the SOD activity (P<0.05)and inhibit the increase of lipid peroxide MDA.Conclusion: MXG and AIG show better control effects on acute and chronic gastric ulcer, and the effects are related to reducing the activity of pepsin, increasing the SOD activity, inhibiting the increase of lipid peroxide MDA and so on.
5.The effect of uvulopalatopharyngoplasty by radio frequency plasma.
Mengling WEI ; Lingbo LI ; Huanhua QIN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2010;24(3):116-118
OBJECTIVE:
To study the effect of uvulopalatopharyngoplasty(UPPP) by using radio frequency plasma on obstructive sleep apnea-hypopnea syndrome(OSAHS) with velopharyngeal obstruction.
METHOD:
Eighty-one cases that were diagnosed as OSAHS with Velopharyngeal obstruction were randomized into two groups, UPPP group and radio frequency plasma Uvulopalatopharyngoplasty group.
RESULT:
Six months after operation, the effects in both groups were similar.
CONCLUSION
Radio frequency plasma Uvulopalatopharyngoplasty is safe, time saving, less hemorrhage with good effects.
Adolescent
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Adult
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Aged
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Catheter Ablation
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methods
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Cleft Palate
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surgery
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Female
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Humans
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Male
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Middle Aged
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Otorhinolaryngologic Surgical Procedures
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methods
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Palate
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surgery
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Palate, Soft
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surgery
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Pharynx
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surgery
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Sleep Apnea, Obstructive
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surgery
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Uvula
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surgery
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Young Adult
6.Clinical study of microwave ablation in treating snoring and obstructive sleep apnea hypopnea syndrome
Lingbo LI ; Lin LIN ; Liuping GAN ; Mengling WEI ; Guanduan QIN ; Shuhua JIN ; Zisong CHEN ; Jiming FENG ; Jinlong ZHANG
Chinese Archives of Otolaryngology-Head and Neck Surgery 2006;0(04):-
OBJECTIVE To investigate the clinical efficacy of microwave ablation in treating snoring and obstructive sleep apnea hypopnea syndrome(OSAHS). METHODS Eight patients with snores and 48 with OSAHS were included in the study. They all received micro-surgeries including plastic operations on the uvula and soft palate,tonsil ablation and tonsillectomy,inferior nasal concha and adenoid ablation,and de-volume of the tongue root. Symptoms six months before and after surgery were monitored by Polysomnography(PSG). RESULTS In 56 cases, the patients’ throats were widened. The mean values of the apnea hypopnea index(AHI), the lowest saturations (LSaO2) and the snoring index were significantly different before and after surgery(P
7.Clinical analysis of solitary sphenoid sinus disease.
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2008;22(2):70-72
OBJECTIVE:
To explore the clinical characters and treatment on solitary sphenoidal sinus disease thus improve the initial diagnosis accuracy and curative rate together with avoiding severe complications.
METHOD:
Forty-six cases were included in the study. The clinical manifestations, medical imaging characteristics and type of pathology and surgical treatment efficacy were analyzed retrospectively.
RESULT:
The main symptoms were headache and visual lesion. Medical image showed pace occupying lesion and partial destruction of bone. Pathological exams showed 8 cases with sphenoiditis, 19 cases with fungal infection, 10 cases with cysts and 9 cases with polyposis. All the patients underwent open sphenoidal surgery with nasal endoscope. After a follow-up of over 6 months, most of the patients' symptoms had been obviously relieved. And the entrance to sphenoid was patent with smooth sinus wall and no secretion in sinus cavity.
CONCLUSION
There is no specificity with solitary sphenoidal sinus disease. Pre-operation diagnosis rate can be improved with the help of nasal endoscope and CT or MRI. Nasal sinus surgery with nasal endoscope may be the first choice for treatment.
Adolescent
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Adult
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Aged
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Child
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Female
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Humans
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Magnetic Resonance Imaging
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Male
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Middle Aged
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Paranasal Sinus Diseases
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diagnosis
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surgery
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Retrospective Studies
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Sphenoid Sinus
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pathology
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Tomography, X-Ray Computed
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Young Adult
8.Prevalence and influence factors of job burnout among hospital staffs-a cross-sectional study
Huifen DAI ; Sangni QIAN ; Fang WEI ; Zhenzhen JIANG ; Shaohua ZHANG ; Kun CHEN ; Mengling TANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(8):594-597
Objective:To explore the influencing factors of job burnout of medical staff and provide reference for the formulation of intervention measures.Methods:From November to December, 2018, a questionnaire survey was conducted among medical staff in a general hospital by using the research design of the current situation survey. A total of 1193 questionnaires were distributed and 939 questionnaires were returned, with a recovery rate of 78.7%, including 891 valid questionnaires and an effective recovery rate of 94.9%. Social support rating scale (SSRs) was used to evaluate social support, and Maslach Burnout Scale (MBI-GS) was used to evaluate job burnout. Single factor analysis was performed by chi square test and Fisher exact probability method. To explore the influencing factors of job burnout by using disordered multi classification logistic.Results:The average age was (27.47 ± 4.22) years old, female accounted for 71.5% (637/891) . The total physical examination rate of job burnout was 46.6%. The scores of emotional exhaustion, cynicism and decreased sense of achievement were (10.10±3.75) , (6.14±3.43) , (17.91±4.13) respectively. Multiple logistic regression analysis showed that, compared with the non detected job burnout, the young, working for 1-3 years, average sleep ≤6 hours, and poor social support were more likely to have mild job burnout ( OR=0.91, 0.40, 2.25, 2.38, P<0.05) ; female, high night shift frequency in the past year, average sleep ≤6 h. Those with poor social support were more likely to have moderate to severe job burnout ( OR=1.59, 2.94, 4.01, 2.40, 3.66, P<0.05) . Conclusion:Corresponding measures should be taken to reduce job burnout and improve work efficiency.
9.Prevalence and influence factors of job burnout among hospital staffs-a cross-sectional study
Huifen DAI ; Sangni QIAN ; Fang WEI ; Zhenzhen JIANG ; Shaohua ZHANG ; Kun CHEN ; Mengling TANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(8):594-597
Objective:To explore the influencing factors of job burnout of medical staff and provide reference for the formulation of intervention measures.Methods:From November to December, 2018, a questionnaire survey was conducted among medical staff in a general hospital by using the research design of the current situation survey. A total of 1193 questionnaires were distributed and 939 questionnaires were returned, with a recovery rate of 78.7%, including 891 valid questionnaires and an effective recovery rate of 94.9%. Social support rating scale (SSRs) was used to evaluate social support, and Maslach Burnout Scale (MBI-GS) was used to evaluate job burnout. Single factor analysis was performed by chi square test and Fisher exact probability method. To explore the influencing factors of job burnout by using disordered multi classification logistic.Results:The average age was (27.47 ± 4.22) years old, female accounted for 71.5% (637/891) . The total physical examination rate of job burnout was 46.6%. The scores of emotional exhaustion, cynicism and decreased sense of achievement were (10.10±3.75) , (6.14±3.43) , (17.91±4.13) respectively. Multiple logistic regression analysis showed that, compared with the non detected job burnout, the young, working for 1-3 years, average sleep ≤6 hours, and poor social support were more likely to have mild job burnout ( OR=0.91, 0.40, 2.25, 2.38, P<0.05) ; female, high night shift frequency in the past year, average sleep ≤6 h. Those with poor social support were more likely to have moderate to severe job burnout ( OR=1.59, 2.94, 4.01, 2.40, 3.66, P<0.05) . Conclusion:Corresponding measures should be taken to reduce job burnout and improve work efficiency.
10.To explore the mechanism of Polygonatum and Astragalus compound in inhibiting lung adenocarcinoma based on APELIN-PGC1α-UCP1 signaling pathway
Zongcan WANG ; Tiansheng ZHENG ; Mengling WEI ; Wenbin ZHUANG ; Ming LI ; Fei WANG ; Liduo YUE ; Lihong FAN
Tumor 2024;44(2):180-194
Objective:To investigate the mechanism of polygonatum and astragalus compound(PA)in inhibiting the progression of lung adenocarcinoma. Methods:CCK-8 assay was used to assess the inhibitory rate of proliferation in A549 and H1299 cells treated with PA at different concentrations and to calculate the half maximal inhibitory concentration(IC50).C57BL/6 mice(KRASG12D/+;TP53flox/flox)were treated with adenovirus carrying Cre enzyme via nasal inhalation to establish a mouse model of primary lung adenocarcinoma.The model mice were fed with PA-containing diet to directly observe the effect of PA on the lung adenocarcinoma tissue.Immunohistochemical staining was used to examine the pathological status of the lung tissue.Bioinformatics analysis indicated that PA affects the progression of lung adenocarcinoma through the apelin-peroxisome proliferator-activated receptor gamma coactivator 1-alpha(PGC1α)-mitochondrial brown fat uncoupling protein 1(UCP1).Real-time quantitative PCR and Western blotting analysis were used to study the effect of PA on the mRNA and protein expression levels of apelin-PGC1α-UCP1 signaling pathway related genes.An ATP detection kit and flow cytometry were used to evaluate the effect of PA on the ATP and mitochondrial ROS production,respectively,in A549 and H1299 cells.siUCP1 was used to silent the expression of UCP1 while Z160 was used to induce UCP1 overexpression in A549 and H1299 cells,and the changes in ATP and mitochondrial ROS production were examined to further investigate whether PA acts on apelin-PGC1α-UCP1 signaling pathway to affect the progression of lung adenocarcinoma. Results:PA could obviously inhibit the proliferation of A549 and H1299 cells with the IC50 values of 10.66 mg/mL for A549 cells and 9.66 mg/mL for H1299 cells.In the mouse primary lung adenocarcinoma model,PA could effectively inhibit the growth of tumor,downregulate apelin-PGC1α-UCP1 signaling pathway and inhibit the expression of lung adenocarcinoma-promoting gene UCP1.In A549 and H1299 cells,PA could significantly inhibit the expression of apelin,PGC1α and UCP1(P<0.05),promote the production of ATP(P<0.000 1)and ROS,restore mitochondrial oxidative phosphorylation,and inhibit aerobic glycolysis(P<0.01).UCP1 silencing could increase the production of ATP(P<0.01)and mitochondrial ROS and decrease the expression of key glycolysis enzymes hexokinase 2(HK2)and pyruvate kinase isozyme type M2(PKM2)(P<0.05).Increasing the expression of UCP1 could reduce the ATP production(P<0.01)and mitochondrial ROS generation in cells while increase the expression of HK2 and PKM2(P<0.05).Treating cells with PA and Z160 simultaneously(PA+Z160)could reverse the inhibitory effect of PA on the ATP production and glycolysis of tumor cells(P<0.05). Conclusion:PA can downregulate the apelin-PGC1α-UCP1 signaling pathway,inhibit mitochondrial uncoupling,restore mitochondrial oxidative phosphorylation,inhibit aerobic glycolysis,reverse the Warburg effect,and thus inhibit lung adenocarcinoma progression.