A Multi-Label Text Classifier at Publication Level Based on "PubMedBERT + TextRNN" for Cancer Literature.

There is a rapid growth in the volume of data in the cancer field and fine-grained classification is in high demand especially for interdisciplinary and collaborative research. There is thus a need to establish a multi-label classifier with higher resolution to reduce the burden of screening articles for clinical relevance. This research trains a multi-label classifier with scalability for classifying literature on cancer research directly at the publication level. Firstly, a corpus was divided into a training set and a testing set at a ratio of 7:3. Secondly, we compared the performance of classifiers developed by "PubMedBERT + TextRNN" and "BioBERT + TextRNN" with ICRP CT. Finally, the classifier was obtained based on the optimal combination "PubMedBERT + TextRNN", with P= 0.952014, R=0.936696, F1=0.931664. The quantitative comparisons demonstrate that the resulting classifier is fit for high-resolution classification of cancer literature at the publication level to support accurate retrieving and academic statistics.

A lmod1a mutation causes megacystis microcolon intestinal hypoperistalsis in a CRISPR/Cas9-modified zebrafish model.

PURPOSE: Megacystis microcolon intestinal hypoperistalsis syndrome (MMIHS) is defined as a congenital visceral myopathy with genetic mutations. However, the etiology and pathophysiology are not fully understood. We aimed to generate a gene leiomodin-1a (lmod1a) modification technique to establish a zebrafish model of MMIHS. METHODS: We targeted lmod1a in zebrafish using CRISPR/Cas9. After confirming the genotype, we measured the expression levels of the target gene and protein associated with MMIHS. A gut transit assay and spatiotemporal mapping were conducted to analyze the intestinal function. RESULTS: Genetic confirmation showed a 5-base-pair deletion in exon 1 of lmod1a, which caused a premature stop codon. We observed significant mRNA downregulation of lmod1a, myh11, myod1, and acta2 and the protein expression of Lmod1 and Acta2 in the mutant group. A functional analysis of the lmod1a mutant zebrafish showed that its intestinal peristalsis was fewer, slower, and shorter in comparison to the wild type. CONCLUSION: This study showed that targeted deletion of lmod1a in zebrafish resulted in depletion of MMIHS-related genes and proteins, resulting in intestinal hypoperistalsis. This model may have the potential to be utilized in future therapeutic approaches, such as drug discovery screening and gene repair therapy for MMIHS.

Cardiovascular outcomes of SGLT-2 Inhibitors Across BMI Spectrum in Heart Failure Patients: An Updated Systematic Review and Meta-Analysis.

Sodium-glucose cotransporter 2 (SGLT-2) inhibitors have shown efficacy in improving cardiovascular outcomes in patients with chronic heart failure (HF). However, their impact on HF patients with varying BMI levels remains uncertain. To explore potential interactions between baseline BMI and the cardiovascular benefits of SGLT-2 inhibitors, we conducted a systematic review of studies from PubMed, Scopus, and the Cochrane Library database spanning from inception to March 2024. Eligible studies reported cardiovascular outcomes according to baseline BMI in HF patients treated with SGLT-2 inhibitors. Ultimately, our analysis included four studies encompassing 20,723 patients. We conducted separate random-effects meta-analyses for the composite outcome of first hospitalization for heart failure (HHF) or cardiovascular death (CVD), total HHF, CVD, and all-cause mortality. Compared with placebo, SGLT-2 inhibitors significantly reduced the risk of the composite outcome of first HHF or CVD (HR = 0.78, 95% CI: 0.72-0.83) and total HHF (HR = 0.73, 95% CI: 0.61-0.83), with consistent effects observed across different BMI categories (test for subgroup differences: P = 0.63 and P = 0.56, respectively). Furthermore, no statistical heterogeneity was found in the effects of SGLT-2 inhibitors on CVD (P = 0.84, I2 = 0%) as well as all-cause mortality (P = 0.52, I2 = 0%) across each baseline BMI subgroup in HF patients. No significant difference in safety was found between the placebo and SGLT-2 inhibitor arms. In conclusion, our findings suggest that the cardiovascular benefits of SGLT-2 inhibitors appear to be independent of baseline BMI in HF patients.

The effect of telemedicine on stoma-related complications in adults with enterostomy: A systematic review and meta-analysis.

To assess the effect of telemedicine on stoma-related complications in adults with enterostomy, we conducted a meta-analysis to evaluate the effects of the telemedicine group compared to the usual group. Literature searches were performed in PubMed, Embase, Web of Science, The Cochrane Library, China Biology Medicine (CBM), China National Knowledge Infrastructure (CNKI), WanFang and VIP databases from their inception up to October 2023. Two authors independently screened and extracted data from the included and excluded literature according to predetermined criteria. Data collected were subjected to meta-analysis using Review Manager 5.3 software. The final analysis included a total of 22 articles, encompassing 2237 patients (telemedicine group: 1125 patients, usual group: 1112 patients). The meta-analysis results demonstrated that, compared to the usual group, the telemedicine group significantly reduced the overall occurrence of stoma-related complications, with an odds ratio (OR) of 0.22 (95% CI = 0.15-0.32, p < 0.00001). Furthermore, it resulted in a decrease in stoma complications (OR = 0.27, 95% CI = 0.15-0.47, p < 0.00001) and peristomal complications (OR = 0.25, 95% CI = 0.19-0.34, p < 0.00001). Therefore, the existing evidence suggests that the application of telemedicine can reduce the incidence of stoma and peristomal complications, making it a valuable clinical recommendation.

Portable and Recyclable Luminescent Lanthanide Coordination Polymer Film Sensors for Adenosine Triphosphate in Urine.

Adenosine triphosphate (ATP) is a small molecule that is released to the urine from bladder urothelial cells and the bladder mucosal band of the human body. In certain cases, ATP can serve as a biomarker in bladder disease. For the practical applicability of luminescent sensors for ATP in urine, it is significant to find a new strategy for making the detection progress simple and available for in-field urine analysis. Here, a novel luminescent lanthanide coordination polymer (Tb-BPA) was designed and synthesized for quick and sensitive detection of ATP through luminescence quenching with a quenching constant of 4.90 × 103 M-1 and a detection limit of 0.55 × 10-6 M. Besides, Tb-BPA has excellent anti-interference ability and can detect ATP in simulated urine with a small relative standard deviation (<4%). Moreover, the luminescent polyacrylonitrile nanofiber films modified by Tb-BPA were prepared by electrospinning and were used for ATP visual detection. Notably, this film is easy to recover and reuse, and maintains good detection performance after at least 7 cycles.

Efficacy and safety of switching to flumatinib in patients with chronic myeloid leukemia who have not achieved optimal response or are intolerant to TKI treatment / 陆军军医大学学报

Objective To observe the efficacy and safety of flumatinib conversion in chronic myelogenous leukemia-chronicphase(CML-CP)patients with suboptimal TKI response or intolerance.Methods Patients who did not have the best response or intolerance to first-line imatinib,dasatinib,and nilotinib and switched to flumatinib(600 mg/d)from February 2020 to August 2022 were collected from 5 hospitals from Chongqing and affiliated hospitals of North Sichuan Medical College.The efficacy and safety of flumatinib were observed.The optimal response rate,major molecular response(MMR),cumulative complete cytogenetic response(CCyR)rate,cumulative MMR rate,cumulative deep molecular response(DMR),progression-free survival(PFS),event-free survival(EFS)and adverse reactions in 3,6 and 12 months after treatment were observed and analyzed.Results A total of 100 patients with CML-CP were enrolled,with a median follow-up of 18(3～36)months.The optimal response rate was 92.6％(88/95),94.4％(85/90)and 92.9％(79/85)respectively,at 3,6 and 12 months after treatment.Till August 20,2023,the cumulative CCyR and MMR rate was 98.0％(98/100)and 81.9％(77/94),respectively,the median time to reach CCyR and MMR was 3 months,and cumulative DMR rate was 51.0％(51/100).PFS rate was 100.0％(100/100)and 1-year EFS rate was 85.6％(75/90).The most common non-hematologic adverse reactions of flumatinib were diarrhea and abdominal pain(7.0％),followed by renal dysfunction(6.0％)and musculoskeletal pain(2.0％).The main hematologic adverse reactions were thrombocytopenia(12.0％),anemia(6.0％)and leukopenia(2.0％).Conclusion Flumatinib has better MMR and DMR and is well tolerated in CML-CP patients with TKI resistance or intolerance.

Preparation and Recognition Features of Molecularly Imprinted Polymer Membrane for Lamotrigine in Plasma / 分析化学

The molecularly imprinted polymers membranes(MIPMs)were prepared for selective adsorption of lamotrigine(LTG)in plasma by surface molecular imprinting technology with polyvinylidenefluoride(PVDF)membranes as supporter,lamotrigine as template molecule,methyl methacrylate as functional monomer,ethylene glycol dimethacrylate as cross-linking agent,azodiisobutyronitrile as initiator and acetonitrile-dimethylformamide(1∶1.5,V/V)as pore-forming agent.The prepared MIPMs were characterized by scanning electron microscope,Fourier transform infrared spectroscopy,Brunaner-emmet-teller measurements,X-ray photoelectron spectroscopy,and thermogravimetric analysis.The adsorption properties of the materials were investigated by kinetic adsorption,isothermal adsorption,selective adsorption,adsorption-desorption and reusability experiments.The results showed that the imprinted layer of LTG was successfully coated on the surface of PVDF,and the materials had uniform particle size.The adsorption capacity and imprinting factor of the MIPMs towards LTG were 3.77 mg/g and 8.97,respectively.The nanomaterials showed fast mass transfer rate(30 min)and good reusability(the adsorption efficiency was 86.66%after 6 cycles),and could be used for the adsorption of LTG in plasma with low matrix interference,recoveries of 86.54%-90.48%and RSD of 1.51%-3.15%(n=5).The proposed LTG MIPMs were demonstrated to be simple and environment friendly,and had high selectivity in rapid separation and extraction of LTG in plasma.

Exploration of Correlation Between Psoraleae Fructus and Precocious Puberty in Children Based on Network Pharmacology / 广州中医药大学学报

Objective The network pharmacological methods and molecular docking technology were used for investigating the possibility of Psoraleae Fructus in promoting precocious puberty in children and its potential mechanism.Methods The main active ingredients of Psoraleae Fructus and their therapeutic targets were obtained from BATMAN-TCM online platform.The disease targets related with precocious puberty were obtained from GeneCards database.A visualized network of active ingredients-disease targets was constructed by Cytoscape 3.7.1 software.Protein-protein interaction(PPI)network diagrams were constructed based on the STRING online database.Gene ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis were conducted using Metascape online tool.The structures of the main active ingredients were obtained from PubChem database,the structures of core targets were obtained from RCSB PDB database,and then the structures were imported into Autodock for molecular docking.Finally,the mimic diagrams of the molecular docking were drawn using PYMOL software.Results A total of 12 active ingredients of Psoraleae Fructus were obtained,involving 274 targets.And there were 11 active ingredients and 98 targets associated with precocious puberty.The main active compounds were stigmasterol,bakuchiol,angelicin,bavachalcone,isobavachalcone,and xanthotoxin.The main targets were estrogen receptor 1(ESR1),estrogen receptor 2(ESR2),insulin-like growth factor 1(IGF1),and progesterone receptor(PGR),which were mainly involved in the ovarian steroidogenic pathway and Hippo signaling pathway.The molecular docking results showed that the active compounds were well binded to the targets.Conclusion It is possible that Psoraleae Fructus can promote the sexual development in children and has its potential pharmacological mechanism.The results will provide theoretical references for the clinical prevention and treatment of precocious puberty and early pubertal development in children.

Comparison of the predictive value of new simplified insulin resistance assessment indexes in identifying left ventricular subclinical dysfunction in T2DM patients / 解放军医学杂志

Objective To investigate the predictive value of new simplified insulin resistance(IR)assessment indexes in identifying subclinical left ventricular systolic function impairment in patients with type 2 diabetes mellitus(T2DM).Methods A total of 150 T2DM patients with preserved left ventricular ejection fraction(LVEF≥50%)who were admitted to Department of Endocrinology of the First Affiliated Hospital of Air Force Medical University from June 2021 to December 2021 were retrospectively analyzed.All patients underwent two-dimensional speckle tracking echocardiography to measure left ventricular global longitudinal strain(GLS).According to GLS value,the subjects were divided into the normal group(GLS≥18%group,n=80)and the impaired group(GLS<18%group,n=70).Some new simplified IR assessment indicators were calculated and compared between the two groups,including body mass index(BMI),TG/HDL-C ratio,triglyceride-glucose(TyG)index,TyG-BMI index,TyG-WHR and metabolic score for IR(METS-IR).Correlation between the GLS and the new simplified IR assessment indexes was analyzed.The receiver operating characteristic(ROC)curve was used to analyze the diagnostic efficacy of different simplified IR assessment indexes,with the area under the curve(AUC)calculated.Furthermore,according to whether the subjects were complicated with hypertension,binary logistics regression analysis was performed to explore the independent correlation between the simplified IR assessment index and GLS<18%.Results Total 150 were included with aged(54.5±13.7)years with 96(64.0%)men and 54(36.0%)women.Compared with the GLS≥18%group,the TG/HDL-C ratio,TyG index,TyG-BMI,and METS-IR of subjects in the GLS<18%group were significantly increased(P<0.05).Pearson correlation analysis showed that TG/HDL-C ratio,TyG index,TyG-BMI,TyG-WHR,and METS-IR were negatively correlated with GLS(P<0.05).ROC analysis showed that TyG index had a certain predictive value for the evaluation of GLS<18%(AUC=0.678,95%CI 0.591-0.765,P<0.001).Stratification based on hypertension and further adjusting for confounding factors,TyG index remains significantly associated with GLS<18%(OR=3.249,95%CI 1.045-10.103,P=0.042).Conclusions The novel simplified insulin resistance evaluation indexes are closely associated with left ventricular subclinical systolic dysfunction in T2DM patients with preserved ejection fraction.TyG index is an effective index to identify left ventricular subclinical dysfunction in these populations.

Alteration of cognitive function in overweight and obese adolescents and its relationship with serum FGF21 levels / 上海交通大学学报（医学版）

Objective·To evaluate the changes in cognitive function in overweight and obese adolescents,and explore the association between cognitive function and fibroblast growth factor 21(FGF21).Methods·A total of 175 adolescents from a senior high school in Shanghai were divided into normal weight group(n=50),overweight group(n=50)and obese group(n=75)based on their body mass index(BMI).General information,anthropometric data and laboratory testing indicators of the adolescents were collected and compared.The cognitive function of the three groups of adolescents was assessed by using the accuracy(ACC)and reaction time of Flanker task and n-back task.Enzyme-linked immunosorbent assay(ELISA)was used to detect the serum FGF21 level of the three groups of adolescents.Partial correlation analysis and multiple linear regression model were used to evaluate the correlation between cognitive task performance and anthropometric data and laboratory testing indicators.Results·Compared with the normal weight group,systolic blood pressure,diastolic blood pressure,and the levels of fasting plasma glucose,glycosylated hemoglobin and triacylglycerol in the obese group were higher(all P<0.05).Under congruent or incongruent stimulus conditions in the Flanker task,there was no significant difference in ACC between any two groups;compared with the normal weight and overweight groups,the reaction time of the adolescents in the obese group was prolonged(all P<0.05).In the n-back task,there were no significant differences in ACC between any two groups,while the obese group had longer reaction time in the 1-back and 2-back tasks compared to the normal weight and overweight groups(all P<0.05).Compared with the normal weight group,serum FGF21 levels of the adolescents in the obese group were higher(P=0.000).Partial correlation analysis showed that the reaction time of the adolescents in Flanker and n-back tasks was correlated with their BMI,body fat mass,waist circumference,waist-to-hip ratio and FGF21 level(all P<0.05).Multiple linear regression analysis further confirmed that BMI was associated with prolonged reaction time in cognitive-related behavioral tasks in the adolescents(all P<0.05),and FGF21 level was associated with ACC in the 2-back task(P=0.000)and reaction time in the incongruent stimulus condition(P=0.048).Conclusion·Overweight and obese adolescents have cognitive impairments,and BMI and serum FGF21 levels are associated with changes in their cognitive function.

Guiding recommendations for fertility preservation of female patients of reproductive age based on modified Delphi method / 复旦学报（医学版）

Objective To obtain guiding recommendations for the development of fertility preservation in female patients of reproductive age,so as to promote the scientific,standardized and orderly implementation of fertility preservation work.Methods A previous questionnaire survey was used to determine the preliminary recommendations,a modified Delphi method was used to invite 18 domestic experts of fertility preservation to conduct two rounds of expert consultation.Then we adjusted and summarized recommendations according to the results of the consultation.Results Finally,14 guiding recommendations for the development of fertility preservation in female patients of reproductive age were obtained according to the results of the Delphi consultation,including 5 recommendations at technical level,5 recommendations at political level and 4 recommendations at educational level.At technical level,it was proposed to establish a standardized operation process;at political level,it was proposed to improve the relevant legislation of fertility preservation in China to protect the safety and interests of patients;at educational level,it was suggested to take various forms to promote the mass dissemination of fertility preservation knowledge.Conclusion Guiding recommendations for fertility preservation in female patients of reproductive age can provide detailed and comprehensive guidance for promoting fertility preservation in female patients of reproductive age in Shanghai,and provide reference for carrying out fertility preservation in other regions.

Feasibility study on automatic segmentation of pelvic intestinal tube for radiotherapy images based on deep learning / 复旦学报（医学版）

Objective To study the feasibility on automatic contouring of pelvic intestinal tube based on deep learning for radiotherapy images.Methods A total of 100 patients with diagnosis of rectal cancer,received radiotherapy in Zhongshan Hospital,Fudan University from 2019 to 2021,were randomly selected.Sixty cases were randomly enrolled to train the models,and the other 40 cases were applied to test.Based on the original small intestine model in automatic segmentation software AccuContour,60,40 and 20(2 groups)cases in the model cases were used to train the models Rec60,Rec40,Rec20A and Rec20B with manual contouring as ground truth.Other 40 cases for test were applied to evaluate the Dice similarity coefficient(DSC),95%Hausdorff distance(HD95)and average symmetric surface distance(ASSD)between the manual contouring and original model along with model Rec60.The DSC of the 5 groups of auto-segmentations were compared as well.The paired t tests were performed for each pair of the original model and 4 trained models.Results The small bowel contoured by trained models were more similar to the manual contouring.They could distinguish the boundary of the intestinal tube better and distinguish the small bowel from the colon.The average DSC,HD95 and ASSD of Rec60 were 0.16 higher(P＜0.001),12.4 lower(P＜0.001)and 5.14 lower(P＜0.001)than the original model respectively.According to the paired t tests,there were no statistical differences in DSC between the 4 training models and the original model.No statistical difference was observed between Rec60 and Rec40,while they were both significantly different from the two Rec20 models.There was no statistical difference between Rec20B and Rec20B.Conclusion For radiotherapy images,model training can effectively improve the accuracy of intestinal tube delineation.Forty cases were enough for training an optimal model of automatic segmentation for pelvic intestinal tube in AccuContour software.

Investigation on the application and improvement of PAD class in Epidemiology teaching / 沈阳医学院学报

Objective:To analyze the application effect of PAD teaching mode in Epidemiology teaching,and to investigate students'suggestions for improving PAD class,so as to provide some thoughts and basis for improving teaching reform.Methods:PAD class was introduced into Epidemiology teaching.Two cross-sectional surveys were conducted after class,and questionnaires about PAD learning interests and suggestions for improvement were anonymously collected.The teaching effect was analyzed and suggestions for rectification were put forward.Results:Among the 134 students majoring in medical laboratory science,the score rate of each learning interest survey item of PAD teaching mode was more than 80% .And 57.46% of the students thought that discussion sessions should be added.The scores of chapter test in PAD mode class was higher than that in traditional mode class(t=2.938,P＜0.01).Conclusions:PAD class can enhance learning interest and knowledge mastery.The time schedule of teaching and discussion should be adjusted in time according to students'wishes,and after-school exercises and counseling should be appropriately increased to promote the application of PAD class in Epidemiology teaching.

The association between C-reactive protein/albumin ratio and the risk of cardiovascular events in mainte-nance hemodialysis patients / 实用医学杂志

Objective To explore the association between C-reactive protein/albumin ratio(CAR)and the risk of cardiovascular events in maintenance hemodialysis(MHD)patients.Methods This study enrolled MHD patients who were treated in the blood purification center of the Second Affiliated Hospital of Guangzhou Medical University between August 2016 to December 2019,and the follow-up deadline was March 31,2021.Collected the clinical data of patients who conform to the inclusion criteria,including demographic,complications,primary basic disease,biochemical indicators of the patients who underwent 3 months regular dialysis treatment and the occurrence of cardiovascular events during the follow-up period.The Kaplan-Meier method was used to estimate the probability of cardiovascular incidents in MHD patients.The Cox proportional hazards model based on generalized propensity score weighting(GPSW)was used to estimate the relationship between CAR and cardiovas-cular events in MHD patients.Results A total of 170 eligible objects were included in this study,64 patients with cardiovascular events(37.6%).The Cox proportional hazards model which based on GPSW(HRCAR = 2.087,95%CI:1.085～4.015,P = 0.028),indicated that the hazard ratio of cardiovascular events was 2.087 when the CAR each additional a unit in MHD patients.Conclusion CAR and the risk of cardiovascular events in MHD patients have a significant positive correlation,which can help clinical workers recognize the MHD patients who have high risk of cardiovascular events and intervene in time.

Characterization of temporal and intensity parameters of early postural adjustment phase during gait initiation in stroke patients / 中国组织工程研究

BACKGROUND:Early postural adjustments serve as preparatory measures for forthcoming actions or potential disruptions in posture,thereby facilitating improved movement execution and mitigating destabilizing effects caused by posture interference. OBJECTIVE:To investigate the characteristics of temporal and intensity parameters of key lower limb muscles during early postural adjustment phase when stroke patients with varying levels of balance initiate walking at a self-selected comfortable pace. METHODS:The characteristics of early postural adjustments in 16 stroke patients were observed.Sixteen patients were divided into a non-fall group(n=8)and a fall group(n=8)based on the history of falls and Berg Balance Scale scores.Noraxon inertial sensors and Noraxon Ultium EMG wireless surface electromyography were utilized to collect body kinematic data and surface electromyography data during gait initiation.Muscle activation time and activation sequence of six key muscles in the lower limbs(tibialis anterior,medial and lateral gastrocnemius,rectus femoris,lateral femoris and biceps femoris muscles)during the early postural adjustment phase,as well as normalized electromyography integral values for the four time windows(each 150 ms)before gait initiation,were analyzed. RESULTS AND CONCLUSION:Stroke patients with a history of falls exhibited earlier activation times for the six key muscles in the lower limbs during gait initiation compared with those in the non-fall group.The fall group demonstrated significantly earlier activation times for tibialis anterior,lateral head of gastrocnemius,and vastus lateralis(P<0.01,P<0.05).In contrast,the non-fall group displayed a consistent pattern of activating extensor muscles before flexor muscles,with thigh muscle activation preceding calf muscle activation.However,in the fall group,calf extensor muscle activation occurred prior to thigh extensor muscle activation,and the vastus lateralis was activated even earlier.The tibialis anterior was the last activated muscle in both groups.Specifically during T3(>-300 to-150 ms),the tibialis anterior exhibited significantly higher activity in the fall group compared with the non-fall group(P<0.05),while the lateral head of gastrocnemius demonstrated significant inhibition during T3(P<0.05)and the medial head of gastrocnemius showed significant inhibition during both T3 and T4(>-150 to 0 ms)stages compared with the non-fall group(P<0.01,P<0.05).To conclude,stroke patients with varying balance abilities employ distinct early postural adjustment strategies prior to stepping,as evidenced by differences in muscle activation timing,recruitment order,and muscle activity amplitude.Patients at a high risk of falling exhibit prolonged duration of early postural adjustment and delayed initiation of gait,indicating earlier activation of the tibialis anterior muscle and inhibition of gastrocnemius muscle activity.These delays in gait initiation and variations in muscle recruitment strategies may contribute to unstable posture and an increased susceptibility to falls.

Arrhythmia classification method based on genetic algorithm optimization of C-LSTM model / 中国医学物理学杂志

A GC-LSTM model is proposed based on the characteristics of global optimization of genetic algorithm.The model automatically and iteratively searches the optimal hyper-parameter configuration of the C-LSTM model through the genetic algorithm of a specific genetic strategy,and it is configured using the genetic iteration results and validated on the MIT-BIH arrhythmia database according to the classification criteria of the Association for the Advancement of Medical Instrumentation.The testing shows that the classification accuracy,sensitivity,accuracy and F1 value of GC-LSTM model are 99.37%,95.62%,95.17%and 95.39%,respectively,higher than those of the manually established model,and it is also advantageous over the existing mainstream methods.Experimental results demonstrate that the proposed method can achieve better classification performance while avoiding a large number of experimental parameters.

Association between Adverse Medical Events and Defensive Medicine:Evidence from A Physician Survey in 8 cities / 中国医院管理

Objective To investigate the prevalence of defensive medicine among physicians in public hospitals in China and the impact of physicians'adverse medical events experiences.Methods Data were collected from 15 secondary or tertiary public hospitals in the eight cities in 2019 using convenience sampling method.Descriptive and multiple linear regression analyses were performed to investigate physicians'characteristics and explore the associa-tions between characteristics,adverse medical events experiences and the frequencies of defensive medicine.Re-sults Physicians who are male(β2=-0.59),low income(β2=-1.47)and work in acute care units(β1=3.84,β2=1.84),pediatrics(β1=3.01,β2=2.16)and surgery(β1=2.64,β2=1.67)were more likely to engage in defensive medical behavior(P＜0.05).Physicians who experienced adverse medical events practiced more frequent defensive medicine.Conclusion Adverse medical events experiences significantly increase physicians'defensive medicine prac-tice.Joint efforts should be made to improve physician-patint relationship and focus on prevention at source and im-proving dispute resolution mechanisms.

Serum levels of SOX6 and PTEN and their clinical significance in patients with acute myocardial infarction / 中华老年心脑血管病杂志

Objective To investigate the expression and clinical significance of SRY-box transcrip-tion factor 6(SOX6)and protein tyrosine phosphatase gene(PTEN)in patients with acute myo-cardial infarction(AMI).Methods A total of 100 AMI patients admitted to Zibo First Hospital and Zibo Central Hospital from January 2021 to March 2022 were enrolled as the study group,and according to the occurrence of major adverse cardiovascular events(MACE),they were grouped into MACE subgroup(52 cases)and non-MACE subgroup(48 cases).Another 110 volunteers who taking physical examination in above 2 hospitals during the same period were subjected as the control group.The levels of PTEN and SOX6 in the serum were detected,and Pearson correla-tion analysis was performed to investigate the correlation of serum PTEN and SOX6 levels with clinical indicators.ROC curve was drawn to assess the diagnostic value of PTEN and SOX6 levels for diagnosis and prognosis of AMI.Results The study group had significantly decreased serum mRNA level of SOX6(0.69±0.14 vs 1.03±0.16,P＜0.01)and increased serum mRNA level of PTEN(1.56±0.15 vs 1.05±0.08,P＜0.01)than the control group.Similar results were seen in the MACE subgroup than the non-MACE subgroup(SOX6:0.61±0.15 vs 0.78±0.13,P＜0.01;PTEN:1.74±0.18 vs 1.37±0.12,P＜0.01).Pearson correlation analysis showed that the serum level of PTEN was positively,and that of SOX6 was negatively correlated with cTnI,CK-MB and Gensini score(P＜0.01).ROC curve analysis indicated that the AUC value of combined serum SOX6 and PTEN levels for diagnosis of AMI was 0.932(95％CI:0.889-0.962),and that for pre-dicting MACE was 0.933(95％CI:0.866-0.974).Conclusion The serum level of SOX6 is down-regulated,and that of PTEN was up-regulated in AMI patients.Their combined detection is help-ful for diagnosis of AMI and prediction of MACE.

Analysis of amino acid and protein components of commercial swim-bladders / 中成药

AIM To study the amino acids and proteins in 16 batches of commercial fish swim-bladders with different origins.METHODS A high performance liquid chromatography method based on pre-column derivatization using 6-aminoquinolyl-N-hydroxysuccinimidyl carbamate(AQC)was developed for the determination of contents and components of 17 amino acids in fish swim-bladders.Sodium dodecyl sulfate-polyacrylamide gel electrophoresis(SDS-PAGE)was performed to analyze the molecular weight distribution of proteins from different fish swim-bladders,and proteins in fish swim-bladders were identified by proteomics method.RESULTS The result showed that the determination of 17 amino acids had a good linear relationship(R2≥0.998 0).The average recovery rate was 85.62%-109.60%and the relative standard deviations of precision,stability and repeatability were less than 3.5%.The total content of the 17 amino acids in 16 batches of fish swim-bladders ranged from 468.31 mg/g to 620.05 mg/g.A total of 688 proteins including 11 collagens were identified from 16 batches of fish swim-bladder samples and a plenty of low-abundance proteins at 52-95 kDa were also detected in fish swim-bladders by SDS-PAGE.CONCLUSION This study provides a good reference for the quality evaluation and further utilization of fish swim-bladders.