1.Predictive model for perioperative blood transfusion risk in patients with scarred uterus during pregnancy undergoing cesarean section
Yurong CHEN ; Yan XING ; Na WANG ; Xia QI ; Yining ZHANG ; Ying CUI
Chinese Journal of Blood Transfusion 2026;39(4):501-505
Objective: To investigate factors influencing perioperative blood transfusion in patients with scarred uterus during pregnancy undergoing cesarean section, construct and validate a transfusion risk prediction model, and provide evidence for preoperative assessment and blood management. Methods: Clinical data of 405 patients undergoing cesarean section for scarred uterus during pregnancy at the First Affiliated Hospital of Xi'an Jiaotong University from January 2020 to December 2024 were retrospectively collected. The dataset was randomly divided into a training set (n=284) and a validation set (n=121) at a 7∶3 ratio. Within the training set, Firth-penalized logistic regression was employed for multivariate analysis to identify independent factors influencing perioperative blood transfusion and construct a predictive model. Model performance was evaluated in the validation set. Results: Multivariate Firth regression analysis showed that severe placenta previa (OR=75.566, 95%CI: 8.603-9979.174) and placenta accreta (OR=4.591, 95%CI: 1.120-19.416) were independent risk factors for perioperative blood transfusion, while preoperative red blood cell count (OR=0.189, 95%CI: 0.083-0.405) and fibrinogen levels (OR=0.588, 95%CI: 0.395-0.855) were protective factors. The predictive model constructed based on these four variables demonstrated good discriminatory performance, with areas under the receiver operating characteristic curves of 0.803 (95%CI: 0.740-0.867) and 0.753 (95%CI: 0.644-0.862) in the training and validation sets, respectively. Conclusion: For patients with scarred uterus during pregnancy undergoing cesarean section, severe placenta previa and placenta accreta significantly increase the risk of transfusion, while higher preoperative red blood cell count and fibrinogen levels exert a protective effect. The predictive model established in this study facilitates the identification of patients requiring transfusion, thereby enabling preoperative blood preparation and optimized blood management.
2.Predictive modle for violence risk in hospitalized schizophrenia patients based on support vector machine
Huan LIU ; Peifang SHI ; Kun ZHANG ; Li KANG ; Yan ZHANG ; Long NA ; Binhong WANG ; Meiqing HE
Sichuan Mental Health 2026;39(1):27-35
BackgroundThe violent aggressive behaviors of patients with schizophrenia usually have the characteristics of suddenness, unpredictability, high severity, and great difficulty in prevention. Early identification and accurate assessment of their risk of violent aggression have significant clinical significance. ObjectiveTo construct a predictive model for the violence risk in hospitalized patients with schizophrenia, to identify the key factors influencing the occurrence of violent behavior in these patients, so as to provide references for clinical precise quantitative assessment and early intervention. MethodsA total of 200 patients with schizophrenia who were hospitalized at Taiyuan Psychiatric Hospital from March 2022 to September 2024 and met the diagnostic criteria of the International Classification of Diseases, eleventh edition (ICD-11) were collected to form the modeling cohort. They were randomly divided into a training set (n=140) and a test set (n=60) at a ratio of 7∶3. Based on the least absolute shrinkage and selection operator (LASSO) regression algorithm, the feature variables were screened and dimension-reduced. The support vector machine (SVM) from machine learning was selected for model training and prediction. The discrimination efficacy of the model was evaluated by the area under the receiver operating characteristic (ROC) curve (AUC), accuracy, precision, sensitivity, specificity, F1 value, and Brier value. ResultsLASSO regression screening identified 16 feature variables. Pearson correlation analysis revealed a positive correlation between prior violent behavior frequency and clinical psychiatric symptom scores (r=0.580, P<0.01), a positive correlation between hospitalization compliance and current disease status (r=0.550, P=0.003), and a positive correlation between educational level and family per capita monthly income (r=0.367, P<0.01). The SVM model achieved an AUC of 0.853, accuracy of 0.800, precision of 0.810, sensitivity of 0.895, specificity of 0.636, F1 value of 0.850, and Brier value of 0.168. ConclusionThe SVM model has a relatively high level of applicability and overall predictive performance in the assessment of violent risk in schizophrenia patients, which is helpful for the early identification of violent risks in such patients. [Funded by Specialized Research Project for Enhancing the Competence of Health Professionals in Taiyuan City (number, Y2023006)]
3.Sanren Runchang Formula Regulates Brain-gut Axis to Treat IBS-C: A Randomized Controlled Trial
Teng LI ; Xinrong FAN ; He YAN ; Zhuozhi GONG ; Mengxi YAO ; Na YANG ; Yuhan WANG ; Huikai HU ; Wei WEI ; Tao LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(2):154-161
ObjectiveTo observe the clinical efficacy of Sanren Runchang formula in treating constipation-predominant irritable bowel syndrome (IBS-C) by regulating the brain-gut axis and the effects of the formula on serum levels of 5-hydroxytryptamine (5-HT), vasoactive intestinal peptide (VIP), and substance P (SP). MethodsA randomized controlled design was adopted, and 72 IBS-C patients meeting Rome Ⅳ criteria were randomized into observation and control groups (36 cases).The observation group received Sanren Runchang formula granules twice daily, and the control group received lactulose oral solution daily for 4 weeks. IBS Symptom Severity Scale (IBS-SSS), IBS Quality of Life Scale (IBS-QOL), and Bristol Stool Form Scale (BSFS) were used to assess clinical symptoms, and bowel movement frequency was recorded. The Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS) were employed to evaluate psychological status. ELISA was employed to measure the serum levels of 5-HT, VIP, and SP. ResultsThe total response rate in the observation group was 91.67% (33/36), which was higher than that (77.78%, 28/36) in the control group (χ2=4.50, P<0.05). After treatment, both groups showed increased defecation frequency and BSFS scores, decreased IBS-SSS total score, abdominal pain and bloating scores, IBS-QOL health anxiety, anxiety, food avoidance, and behavioral disorders scores, SAS and SDS scores, serum 5-HT and VIP levels, and increased SP levels (P<0.05, P<0.01). Moreover, the observation group showed more significant changes in the indicators above than the control group (P<0.05, P<0.01). The SP level showed no significant difference between the two groups. During the 4-week follow-up, the recurrence rate was 5.88% in the observation group and 31.25% in the control group. No adverse events occurred in observation group, and 2 cases of mild diarrhea occurred in the control group. ConclusionSanren Runchang formula demonstrated definitive efficacy in alleviating gastrointestinal symptoms and improving the psychological status and quality of life in IBS-C patients, with a low recurrence rate. The formula can regulate serum levels of neurotransmitters such as 5-HT and VIP, suggesting its potential regulatory effect on the brain-gut axis through modulating neurotransmitters and neuropeptides. However, its complete mechanism of action requires further investigation through detection of additional brain-gut axis-related biomarkers.
4.Analysis of the Influencing Factors and Short-Term Prognosis of Early Onset Coronary Heart Disease in Women in Wansheng District of Chongqing
Xiu-ping LOU ; Shi-cai LAN ; Hai-na FAN ; Yan WANG ; Sheng ZHANG ; Nong-hao WEN ; Rui-peng WEI
Progress in Modern Biomedicine 2025;25(20):3247-3253
Objective:To explore the incidence status,influencing factors and short-term prognosis characteristics of early onset coronary heart disease in women in Wansheng District of Chongqing,and to provide scientific basis for formulating regional prevention and treatment strategies.Methods:This study was a single-center retrospective study,100 coronary heart disease in women from January 2022 to December 2023 at Chongqing Wansheng Economic and Technological Development Zone People's Hospital were prospective selected,and they were divided into early onset group of 40 cases(≤ 65 years old)and late onset group of 60 cases(>65 years old)based on their age of onset.Another 60 healthy women who underwent physical examinations during the same period to exclude coronary heart disease were selected as the control group.Univariate factor and multiple factor logistic regression analysis were used to identify independent risk factors for early onset coronary heart disease in women.Draw receiver operating characteristic(ROC)curve for the subjects,the efficacy of risk factors in predicting early onset coronary heart disease based on the area under the curve(AUC)of ROC curve were evaluated.Patients were followed up for 1 year to observe the occurrence of major adverse cardiovascular events(MACE).Result:Among 100 fcoronary heart disease in women,the early onset group accounted for 40.00%(40/100).Univariate analysis showed that age,hyperlipidemia history,smoking history,hypertension history,family history,diabetes history,total cholesterol(TC),low-density lipoprotein cholesterol(LDL-C)were related to the early onset coronary heart disease.Multivariate analysis showed that,hyperlipidemia history(OR=4.124,95%CI:2.343-7.217),smoking history(OR=3.564),hypertension(OR=3.253),family history(OR=2.981),diabetes history(OR=2.873)were independent risk factors.ROC curve analysis results showed that joint evaluation had the best predictive value,with AUC of 0.829,which was higher than the AUC of individual evaluation for each factor.The incidence of MACE in the early onset group(45.00%)was significantly higher than that in the late onset group(P<0.05).Conclusion:Early onset coronary heart disease in women in Wansheng District of Chongqing is related to the hyperlipidemia history,smoking,hypertension history,family history and diabetes history.The incidence of MACE in early-onset patients followed up for 1 year is higher than that in late-onset patients.
5.Genomic characterization of a respiratory syncytial virus BA9 genotype clinical strain associated with a severe pneumonia outbreak
Na WANG ; Jinhua SONG ; Jie JIANG ; Jingjing SONG ; Yuqing SHI ; Yan ZHANG
Chinese Journal of Microbiology and Immunology 2025;45(9):733-739
Objective:To investigate the genomic characteristics of a clinical strain of respiratory syncytial virus (RSV) causing a severe pneumonia outbreak in a maternity center in a city in northern China in 2021.Methods:The whole genome sequence of RSV from a clinical sample obtained from a child with respiratory failure and heart failure was determined and analyzed using Sanger sequencing method. Sequence splicing and alignment were performed using bioinformatics software such as Sequencher 5.0, MEGA 7.0, and BioEdit 7.0. Besides, its phylogenetic relationship with the representative strains of RSV-B genotype, amino acid variations, and glycosylation sites were analyzed.Results:The genome of the clinical strain (named RSV/SY/2021) was 15 242 bp in length, consisting of 10 genes encoding 11 proteins, and possessed all the structural features of RSV. Phylogenetic analysis showed that the RSV/SY/2021 strain belonged to BA9 genotype and had the closest genetic relationship with the 2018 Netherlands epidemic strain MZ515558/Netherlands/2018. The termination codon mutation at the end of its attachment glycoprotein (G) gene resulted in the elongation of seven amino acids "Q-R-L-Q-S-Y-A" and the introduction of two additional O-glycosylation sites.Conclusions:This study suggests that RSV BA9 genotype may cause severe clinical symptoms, and clarifies the genome-wide characteristics and nucleotide/amino acid variation patterns of the RSV/SY/2021 strain. These findings enrich both national and global genome databases of RSV, and provide crucial etiological data for tracking RSV transmission, nucleic acid testing, and the development and evaluation of vaccines, antibodies and drugs against RSV.
6.Molecular mechanisms and synergistic strategies of combination therapy in breast cancer
Jiahao SI ; Jinglu SHI ; Zheng WEI ; Jin GE ; Jiajia WU ; Min YANG ; Zichu LI ; Weiwei LIN ; Yan ZHANG ; Xueqin WANG ; Na LI ; Shaobo DUAN
Immunological Journal 2025;41(9):667-678
Breast cancer is the leading cause of cancer-related mortality among women worldwide and has drawn extensive research attention.Owing to its molecular heterogeneity,drug resistance,and low therapeutic response,single-modality treatments often fail to achieve satisfactory efficacy or broad applicability.Combination therapy,designed based on the pathophysiological characteristics,related signaling pathways,and biomarkers of breast cancer,has emerged as a promising approach for improving therapeutic outcomes.With the advancement of research on combination strategies,the understanding of their molecular mechanisms—particularly key signaling pathways and biomarkers—has become increasingly important.However,comprehensive reviews addressing these molecular mechanisms and synergistic strategies remain scarce.This article summarizes recent advances in combination therapy for breast cancer,providing a comprehensive review of recent combination therapies for breast cancer and their underlying molecular mechanisms,and focusing on key signaling pathways involved in combination therapy and synergistic strategies,thereby providing theoretical insights and reference for researchers,graduate students,and clinicians engaged in the development of novel combination therapeutic strategies for breast cancer and related malignancies.
7.Diffusion status and characteristics of life expectancy and healthy life expectancy policies(1982-2024)in China:Based on the perspective of policy bibliometric
Yu-fei WANG ; Lie-yu HUANG ; Ruo-yao HUANG ; Na-na LIU ; Heng-yu ZHAO ; Yan GUO
Chinese Journal of Health Policy 2025;18(8):10-19
Objective:To analyze the evolution and diffusion characteristics of policies related to life expectancy(LE)and healthy life expectancy(HLE)in China from 1982 to 2024 using a biometric approach to policy analysis,revealing the patterns of policy diffusion.Methods:By retrieving databases such as PKULAW.com,We comprehensively collected 701 policy documents closely related to LE and HLE during the period(including 62 central policies and 639 local policies),the policy diffusion process was quantified in four dimensions:diffusion intensity,diffusion breadth,diffusion speed and diffusion direction by using the policy—reference network analysis method.Results:Related policy has gone through the germination period(1982-2001),the development period(2002-2010),the rapid rise period(2011-2015)and the four stages of innovation and pioneering period(2016—present).Policy diffusion is influenced by the hierarchical level of the issuing institution,policy type,and regional economic development level.Policies promulgated by central institutions exhibit stronger and broader diffusion,with guideline—type policies diffusing most widely.The diffusion rate follows a trend of"initial growth,followed by deceleration,and then a slight increase."The primary diffusion directions are vertical diffusion from central to local levels and horizontal diffusion among peers.Conclusion:The diffusion of policies related to LE and HLE is characterized by significant stages,regions and levels.
8.Study of the effect of ECRS management combined with risk assessment on reducing the incidence of multidrug-resistant bacteria infections in mechanical ventilation
Hui LI ; Lihua TANG ; Min WANG ; Honghua SONG ; Na SONG ; Kepeng YAN
China Medical Equipment 2025;22(2):99-103
Objective:To investigate the effect of elimination,combination,rearrangement and simplification(ECRS)management combined with risk assessment on reducing the incidence of multidrug-resistant bacteria infections of patients who received mechanical ventilation in intensive care unit(ICU).Methods:The management mode of prevention and control for multidrug-resistant bacteria infections of patients in ICU was optimized on the basis of ECRS management combined with risk assessment.A total of 600 patients who received mechanical ventilation in ICU of Jiuquan Hospital of Shanghai General Hospital(Jiuquan People's Hospital)from January 2022 to December 2023 were selected.According to different management methods,these patients were divided into a control group and an observation group,with 300 cases in each group.The control group was managed by using the risk assessment management method,while the observation group was managed by using the ECRS management on the basis of risk assessment management method.The indicators of respiratory function,patients'satisfaction score,stay time in ICU,time of mechanical ventilation and incidence of multidrug-resistant bacteria were compared between the two groups.Results:The mean value of the ratio of forced expiratory volume in one second(FEV1)to forced vital capacity(FVC)(FEV1/FVC),and the FEV1 level in observation group by using ECRS management combined with risk assessment method were respectively(78.69±4.65)%and(1.58±0.24)L,both of which were higher than those of control group,and the differences of them between two groups were statistically significant(t=16.483,11.742,P<0.05).The average scores of work efficiency,emergency response capability,professional ethics,isolation and resettlement,and overall patients'satisfaction in the observation group were respectively(23.12±1.20),(23.34±1.08),(23.65±1.10),(23.80±1.05)and(92.24±4.37),all of which were higher than those in the control group,and the differences of them between two groups were statistically significant(t=22.176,27.903,22.373,31.364,13.963,P<0.05).The average ICU stay time and the average time of mechanical ventilation were respectively(14.15±1.60)and(9.15±2.13)days in the observation group,both of which were lower than those in the control group,and the differences of them between two groups were statistically significant(t=16.872,15.410,P<0.05).The incidence of multidrug-resistant bacteria was 0.33%in 300 patients of the observation group,which was lower than that of the control group,with a statistically significant difference(x2=4.561,P<0.05).Conclusion:The application of ECRS management combined with risk assessment in the management of ICU for patients who receive mechanical ventilation can protect respiratory function of patients,and decrease the risk of occurring the infection of multidrug-resistant bacteria,and reduce ICU stay time and the time of mechanical ventilation of patients,and improve patients'satisfaction.
9.Study of the effect of ECRS management combined with risk assessment on reducing the incidence of multidrug-resistant bacteria infections in mechanical ventilation
Hui LI ; Lihua TANG ; Min WANG ; Honghua SONG ; Na SONG ; Kepeng YAN
China Medical Equipment 2025;22(2):99-103
Objective:To investigate the effect of elimination,combination,rearrangement and simplification(ECRS)management combined with risk assessment on reducing the incidence of multidrug-resistant bacteria infections of patients who received mechanical ventilation in intensive care unit(ICU).Methods:The management mode of prevention and control for multidrug-resistant bacteria infections of patients in ICU was optimized on the basis of ECRS management combined with risk assessment.A total of 600 patients who received mechanical ventilation in ICU of Jiuquan Hospital of Shanghai General Hospital(Jiuquan People's Hospital)from January 2022 to December 2023 were selected.According to different management methods,these patients were divided into a control group and an observation group,with 300 cases in each group.The control group was managed by using the risk assessment management method,while the observation group was managed by using the ECRS management on the basis of risk assessment management method.The indicators of respiratory function,patients'satisfaction score,stay time in ICU,time of mechanical ventilation and incidence of multidrug-resistant bacteria were compared between the two groups.Results:The mean value of the ratio of forced expiratory volume in one second(FEV1)to forced vital capacity(FVC)(FEV1/FVC),and the FEV1 level in observation group by using ECRS management combined with risk assessment method were respectively(78.69±4.65)%and(1.58±0.24)L,both of which were higher than those of control group,and the differences of them between two groups were statistically significant(t=16.483,11.742,P<0.05).The average scores of work efficiency,emergency response capability,professional ethics,isolation and resettlement,and overall patients'satisfaction in the observation group were respectively(23.12±1.20),(23.34±1.08),(23.65±1.10),(23.80±1.05)and(92.24±4.37),all of which were higher than those in the control group,and the differences of them between two groups were statistically significant(t=22.176,27.903,22.373,31.364,13.963,P<0.05).The average ICU stay time and the average time of mechanical ventilation were respectively(14.15±1.60)and(9.15±2.13)days in the observation group,both of which were lower than those in the control group,and the differences of them between two groups were statistically significant(t=16.872,15.410,P<0.05).The incidence of multidrug-resistant bacteria was 0.33%in 300 patients of the observation group,which was lower than that of the control group,with a statistically significant difference(x2=4.561,P<0.05).Conclusion:The application of ECRS management combined with risk assessment in the management of ICU for patients who receive mechanical ventilation can protect respiratory function of patients,and decrease the risk of occurring the infection of multidrug-resistant bacteria,and reduce ICU stay time and the time of mechanical ventilation of patients,and improve patients'satisfaction.
10.Phenotype and genomic characterization of a mucoid-type Salmonella Saintpaul ST50 isolate from a urinary tract infection patient
Wen-qing WANG ; Na JIANG ; Yan-ru LIANG ; Shu-qi YOU ; Bo-wen YANG ; Li-peng HAO ; Xue-bin XU
Chinese Journal of Zoonoses 2025;41(1):53-60
To investigate the phenotype and genomic characterization of a mucoid-type Salmonella Saintpaul ST50 isolate from a urinary tract infection patient,promoting clinical diagnosis and treatment for urinary tract infections caused by Salmo-nella spp.Culture-based quantitative counts of midstream urine sample from the patient were conducted,and further biochemi-cal identification,mass spectrometry detection,serum agglutination test and antimicrobial susceptibility test(AST)were con-ducted on Salmonella isolate(2024JD5).Whole-genome sequencing(WGS)was performed on isolate 2024JD5 to predict sero-type,multilocus sequence type(MLST),resistance genes,and virulence genes.Two smooth-type of Salmonella Saintpaul ST50 were selected as comparative genomic reference strains from the Chinese local Salmonella genome database.The literature reviews of global Salmonella serotype of urinary tract infection were summarized.Specific serum agglutination confir-mation of isolate 2024JD5 failed due to characterization of the mucus type.The strain 2024JD5 was predicted as Salmonella Saintpaul(4,5,12:e,h:1,2)ST50 using WGS,and was resistant to ciprofloxacin,nalidixic acid,chloramphenicol and tetracy-cline with carrying aminoglycoside resistance genes aac(6')-Ⅰaa and aph(3)-Ⅱa,chloramphenicol resistance gene floR,tetra-cycline resistance gene tet,quinolone resistance gene qnrS1,and S83Y substitution in the gyrA gene was found in the quinolo-ne resistance determination region(QRDR).In addition,the strain 2024JD4 carried six types of non-plasmid-based mobile ge-netic elements and 144 virulence genes,including 71 secretion transporter genes and 58 fimbriae adhesion genes,respectively.Four types of fimbriae regulatory genes(csgB,csgC,fimW,fimY)were absent in comparison with smooth-type Salmonella Saintpaul.The literature reviews showed Salmonella Saintpaul was currently a rare Salmonella serotype in cases of urinary tract infections worldwide.Salmonella Saintpaul ST50 with mucoid-type is the pathogen of urinary tract infection with multi-drug resistant phenotypic and genotypic characteristics,and the high mucoid expression may be related to the compensatory mechanism of fimbriae regulatory genes absence in urinary tract colonization and adaptation.WGS combined with the Chinese local Salmonella genome database can effectively solve the diagnosis and biosafety assessments of rare Salmonella phenotypes.

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