1.Construction of a prediction model for systemic inflammatory response syndrome in patients undergoing interventional surgery for type B aortic dissection based on logistic regression and decision tree algorithm
Pingzhen ZHANG ; Guiqin WU ; Yuanyuan FU ; Chunyan LIU ; Qiongyan DUAN ; Xiaojing PAN ; Zhouzhen CHEN ; Xia CHEN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(07):1085-1092
Objective To construct and compare logistic regression and decision tree models for predicting systemic inflammatory response syndrome (SIRS) in patients with type B aortic dissection (TBAD) after interventional surgery. Methods A retrospective analysis was conducted on clinical data of TBAD patients at Peking University Shenzhen Hospital from 2020 to 2024. The patients were divided into a SIRS group and a non SIRS group based on whether SIRS occurred within 24 hours after surgery. Multivariate logistic regression was used to analyze the influencing factors of SIRS occurrence in TBAD intervention patients, and a decision tree model was constructed using SPSS Modeler to compare the predictive performance of the two models. Results A total of 742 patients with TBAD were included, including 579 males and 163 females, aged 27-97 (58.85±10.79) years. Within 24 hours after intervention, a total of 506 patients developed SIRS, with an incidence rate of 68.19%. Logistic regression analysis showed that the extensive involvement of the dissection, the surgical time≥2 hours, PET coated stents implanted, serum creatinine, white blood cell count, C-reactive protein, monocyte (MONO), neutrophil count levels elevated, estimated glomerular filtration rate and decreased albumin levels were independent risk factors for SIRS (P<0.05). The decision tree model selected a total of 10 explanatory variables and 6 layers with 37 nodes, among which MONO was the most important predictor. The area under the decision tree model curve was 0.829 [95%CI (0.800, 0.856)], which was better than the logistic regression model's 0.690 [95%CI (0.655, 0.723)], and the difference was statistically significant (P<0.001). Conclusion The incidence of SIRS after TBAD intervention is high, and the decision tree model has better predictive performance than logistic regression. It can identify high-risk patients with higher accuracy and provide a practical tool for early clinical intervention.
2.Evidence summary for risk management of breast and ovarian cancers in carriers of breast cancer susceptibility gene 1/2 mutations
Zhixiang SUN ; Pingpin WEN ; Xiaoli ZHANG ; Chunyan LIU ; Xinyu YANG ; Yu XIAO ; Jing FU
Journal of Clinical Medicine in Practice 2025;29(10):83-88
Objective To systematically search,evaluate,and summarize the evidence for risk management of breast and ovarian cancers in carriers of breast cancer susceptibility gene 1/2(BRCA1/2)mutations.Methods A systematic search was conducted in BMJ Best Practice,UpTo-Date,the National Guideline Clearinghouse(NGC),the National Institute for Health and Care Ex-cellence(NICE),the Scottish Intercollegiate Guidelines Network(SIGN),the Guidelines Interna-tional Network(GIN),the New Zealand Guidelines Group(NZGG),the Canadian Medical Associa-tion Infobase(CMA InfoBase),the Registered Nurses' Association of Ontario(RNAO),the National Comprehensive Cancer Network(NCCN),Cancer Care Ontario(CCO),the Medlive website,the American Society of Clinical Oncology(ASCO),the European Society for Medical Oncology(ESMO),the American Cancer Society(ACS),the American College of Obstetricians and Gynecologists(ACOG),the Joanna Briggs Institute(JBI),the Cochrane Library,PubMed,Web of Science,Em-base,CINAHL,ProQuest,ClinicalTrials.gov,China National Knowledge Infrastructure,Wanfang Data,VIP Database,and SinoMed for evidence related to risk management of breast and ovarian canc-ers in BRCA1/2 mutation carriers,including clinical decisions,guidelines,systematic reviews,expert consensus,and evidence summaries.The search period was from the inception of each database to September 20,2024.Results A total of 14 articles were included,comprising 1 clinical decision,8 guidelines,and 5 expert consensus documents.Based on five themes-risk assessment,risk moni-toring,risk-reducing surgery,pharmacologic prevention,and health guidance,a total of 24 pieces of evidence were summarized.Conclusion The evidence summarization process in this study is standardized,and the summarized evidence is relatively comprehensive.Healthcare professionals should comprehensively consider patients' individual characteristics,family history,personal prefer-ences,and the accessibility of healthcare resources to achieve effective prevention and control of he-reditary tumor risks.
3.Application of artificial intelligence-based medical decision-making systems in laboratory medicine
Minli YOU ; Chaoyu CAO ; Weiling FU ; Chunyan YAO
International Journal of Laboratory Medicine 2025;46(1):1-6
Artificial intelligence-based medical decision-making systems can significantly accelerate decision processes and enhance accuracy.However,challenges persist in achieving personalized care and in the compre-hensive collection of medical data.This paper explores potential solutions to these issues by examining AI ap-plications in diagnostic omics and multi-dimensional data acquisition,providing an overview of current pro-gress and limitations in developing intelligent medical decision systems through these approaches.Additional-ly,the paper also discusses the broad potential for artificial intelligence applications in medical education and their possible contributions to advancing overall decision-making standards in healthcare.
4.Research progress on kinesiophobia in school-aged children with asthma and nursing enlightenment
Zhixiang SUN ; Jing FU ; Pingpin WEN ; Xiaoli ZHANG ; Xinyu YANG ; Chunyan LIU ; Yu XIAO
Chinese Journal of Nursing 2025;60(19):2419-2425
Kinesiophobia is prevalent among school-aged children with asthma,and severe kinesiophobia can hinder their participation in physical activities and disease control,adversely affecting their physical and mental health.This paper reviews the concept,development,assessment tools,influencing factors,and intervention strategies of kinesiophobia in school-aged children with asthma,analyzes existing challenges,and proposes directions for future research.It aims to provide insights for developing scientific and personalized intervention plans to enhance children's exercise levels and improve their quality of life.
5.Research progress on kinesiophobia in school-aged children with asthma and nursing enlightenment
Zhixiang SUN ; Jing FU ; Pingpin WEN ; Xiaoli ZHANG ; Xinyu YANG ; Chunyan LIU ; Yu XIAO
Chinese Journal of Nursing 2025;60(19):2419-2425
Kinesiophobia is prevalent among school-aged children with asthma,and severe kinesiophobia can hinder their participation in physical activities and disease control,adversely affecting their physical and mental health.This paper reviews the concept,development,assessment tools,influencing factors,and intervention strategies of kinesiophobia in school-aged children with asthma,analyzes existing challenges,and proposes directions for future research.It aims to provide insights for developing scientific and personalized intervention plans to enhance children's exercise levels and improve their quality of life.
6.Study on the distribution of FMR1 CGG repeat numbers among 16 610 women of childbearing age in China
Yahui SHEN ; Wei HOU ; Xiaolin FU ; Manli ZHANG ; Xiaoxiao XIE ; Chunyan ZHANG ; Jiaxin BIAN ; Xiao MAO ; Juan WEN ; Chunyu LUO ; Hua JIN ; Qian ZHU ; Qingwei QI ; Yeqing QIAN ; Jing YUAN ; Yanyan ZHAO ; Ailan YIN ; Shutie LI ; Yulin JIANG ; Rui XIAO ; Yanping LU
Chinese Journal of Reproduction and Contraception 2025;45(4):398-402
Objective:To investigate the distribution of CGG repeat numbers in the FMR1 gene among reproductive-age women in China, providing data reference for carrier screening and genetic counseling of Fragile X syndrome. Methods:This cross-sectional study recruited 16 610 reproductive-age women from 12 medical institutions between July 2022 and October 2023. Peripheral venous blood samples (3 mL) were collected, and genomic DNA was extracted. The number of CGG repeats in the FMR1 gene was determined using the triplet-primed polymerase chain reaction (TP-PCR) combined with capillary electrophoresis technology. Statistical analyses were performed to assess the prevalence and distribution of CGG repeat expansions. Results:Among 16 610 women of childbearing age, 5 684 (34.220%) women had the same number of CGG repeats in the two alleles of FMR1 gene, and 10 926 (65.780%) women had different numbers of repeats in the two alleles. Among the 33 220 FMR1 alleles in 16 610 women of reproductive age, the most common CGG repeat numbers were 29 [48.645% (16 160/33 220)] and 30 [26.276% (8 729/33 220)], while the most frequent CGG genotype was CGG 29/29 [24.726% (4 107/16 610)]. The CGG repeat numbers of FMR1 gene were normal in 16 498 women (99.326%). Among the 112 women (0.674%) with CGG repeat abnormities, 96 (0.578%) women were classified as intermediate carriers, 15 (0.090%) as premutation carriers, and 1 (0.006%) as a full mutation carrier, whose CGG genotype was (36, >200). Conclusion:In the general reproductive-age female population in China, the normal CGG repeat numbers of the FMR1 gene account for 99.326%, while the intermediate carrier rate is 0.578%, and the combined carrier rate of the premutation and full mutation types is 0.096%.
7.Direct economic analysis of carbapenem-resistant gram-negative bacteria infections in southern Hainan region
Tingli SHI ; Chunyan ZHANG ; Rushou CHEN ; Xiefen LEI ; Lu WANG ; Haihua XU ; Xiangli CHEN ; Ting FU
Chinese Journal of Nosocomiology 2025;35(12):1871-1876
OBJECTIVE To analyze the direct economic burden associated with carbapenem-resistant gram-negative bacteria(CRGNB)infections during hospitalization,and to provide reference for relevant policy formulation.METHODS Basic information including ICU admission,International Classification of Diseases(ICD)codes and CRGNB infection of intensive care unit(ICU)inpatients from Sanya Central Hospital(the Third People's Hospi-tal of Hainan Province)in the southern Hainan region from 2019 to 2023 was collected for risk factor analysis.Propensity matching was performed between the CRGNB infection and non-infection subgroups,and the direct economic differences between the two groups were analyzed.RESULTS A total of 164 373 cases were includ-ed.Multifactor logistic regression analysis revealed that ICD codes F00-F99,G00-G99,I00-I99,J00-J99,L00-L99,N00-N99,P00-P96 and S00-T98,ICU admission,hospital-acquired infection,readmission within 90 days and hospitalization exceeding 7 days were risk factors for CRGNB infection,especially,codes J00-J99(respiratory system diseases)were 7.68 to 17.47 folds higer than codes C00-D48(tumors).In the direct economic analysis of CRGNB infection,different matching results yielded consistent findings.In the 1∶1 matching results,a compari-son of total hospitalization costs(yuan)between different groups showed that the infection group had higher total hospitalization costs than the non-infection group.The costs were as follows:CRGNB group(88 421.40 vs.32 475.56),subgroup with two or more CRGNB types(130 984.02 vs.47 367.27),group with CRGNB and oth-er multidrug-resistant bacteria(103 056.35 vs.37 724.78),CRAB group(98 486.01 vs.36 487.98),and CRE group(26 031.38 vs.17 621.82).CONCLUSIONS The direct economic burden of CRGNB infection is greater than that of the non-infection group.Among them,the direct economic burden of carbapenem-resistant gram-negative bacteria infection,carbapenem-resistant gram-negative bacteria co-infected with other multidrug-resistant bacteria and CRAB infection are the highest.
8.High-risk factors for significant liver histopathological damage in patients with indeterminate phase of chronic HBV infection
Wenchang WANG ; Xuyang LI ; Chunyan WANG ; Mengwen HE ; Yifan GUO ; Yiming FU ; Miao LIU ; Dong JI
Journal of Clinical Hepatology 2025;41(11):2258-2264
ObjectiveTo investigate the features of liver histopathological damage in patients with indeterminate phase of chronic HBV infection, as well as the timing for initiating antiviral therapy in such patients. MethodsA retrospective screening was performed for the patients with chronic HBV infection who were hospitalized in The Fifth Medical Center of Chinese PLA General Hospital and underwent liver biopsy from March 2018 to April 2022, among whom the patients who met the criteria for indeterminate phase defined in Chinese guidelines for chronic hepatitis B prevention and treatment (2022 edition) were enrolled, and their clinical data were collected. Liver histopathological stage was determined using the Scheuer scoring system, with stages 0 — 4 for inflammation grade (G) and stages 0 — 4 for fibrosis degree (S), and the patients were divided into groups based on the presence of significant necroinflammation (≥G2) and significant liver fibrosis (≥S2). The independent samples t-test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. A Spearman’s rank correlation analysis was used to investigate the correlation between liver histopathology and clinical factors, and the Logistic regression model was used to identify the independent influencing factors for significant necroinflammation and liver fibrosis. ResultsA total of 271 patients with indeterminate phase of chronic HBV infection were enrolled, among whom 61 (22.5%) had significant necroinflammation (≥G2) and 124 (45.8%) had significant liver fibrosis (≥S2). The Logistic regression analysis showed that alanine aminotransferase ≥30 U/L (for male patients) or ≥19 U/L (for female patients) (odds ratio [OR]=2.69, 95% confidence interval [CI]: 1.39 — 5.21, P=0.003), HBV DNA ≥2 000 IU/mL (OR=2.75, 95%CI: 1.38 — 5.48, P=0.004), and liver stiffness measurement (LSM) ≥6.0 kPa (OR=4.57, 95%CI: 2.17 — 9.62, P<0.001) were independent risk factors for significant inflammation. HBV DNA ≥2 000 IU/mL (OR=1.82, 95%CI: 1.01 — 3.32, P=0.049) and LSM ≥6.0 kPa (OR=2.06, 95%CI: 1.23 — 3.43, P=0.006) were independent influencing factors for significant liver fibrosis. ConclusionAmong the patients with indeterminate phase of chronic HBV infection, a substantial proportion of patients have significant liver histopathological damage. Antiviral therapy should be initiated in a timely manner for patients with high-risk factors.
9.Influence of antiviral treatment adjustment on the prognosis of chronic hepatitis B patients with low-level viremia
Mengwen HE ; Wucai YANG ; Chunyan WANG ; Yiming FU ; Chang GUO ; Jianjun WANG ; Dong JI
Journal of Clinical Hepatology 2025;41(6):1056-1061
ObjectiveTo investigate the incidence rate of primary liver cancer (PLC) and the progression of liver fibrosis in chronic hepatitis B (CHB) patients with low-level viremia (LLV) (HBV DNA<2 000 IU/mL but ≥20 IU/mL) after treatment adjustment, and to provide more robust evidence for clinical practice. MethodsA retrospective analysis was performed for the clinical data of LLV patients who initially received nucleos(t)ide analogue (NAs) for at least 48 weeks at the Fifth Medical Center of PLA General Hospital from August 2007 to April 2017 and subsequently underwent NAs adjustment due to LLV, and according to the virologic response after 48 weeks of treatment adjustment, the patients were divided into LLV group and complete virological response (CVR) group (HBV DNA<20 IU/mL). The patients were followed up once every 3 — 6 months till the primary endpoint event of PLC or October 2024. The incidence rate of PLC and the progression of liver fibrosis were observed, and the progression of liver fibrosis was defined as an increase of ≥1 grade in fibrosis-4 (FIB-4) index. The independent-samples t test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of continuous data with skewed distribution between two groups; the chi-square test was used for comparison of categorical data between groups. The Kaplan-Meier method was used to calculate the cumulative incidence rate of PLC, and the Log-rank test was used for comparison between groups; the Cox regression analysis was used to investigate the risk factors for PLC, and the Logistic regression analysis was used to investigate the influencing factors for the progression of liver fibrosis. ResultsA total of 307 patients were enrolled, with a mean age of 50.0 years, and the male patients accounted for 80.5%. After 48 weeks of treatment with the adjusted NAs regimen, 254 patients (82.7%) achieved CVR, and 53 patients (17.3%) still had LLV. For the LLV group, the incidence rate of PLC was 30.2% and the rate of liver fibrosis progression was 22.6%, while for the CVR group, the incidence rate of PLC was only 13.4%, and the rate of liver fibrosis progression was 7.5%. The multivariate regression analyses showed that LLV was an independent risk factor for the onset of PLC (hazard ratio=2.623, 95% confidence interval [CI]: 1.315 — 5.234, P=0.006) and the progression of liver fibrosis (odds ratio=3.213, 95%CI: 1.385 — 7.455, P=0.007). ConclusionActive adjustment of treatment is needed immediately after the diagnosis of LLV to improve CVR, and if LLV persists after treatment adjustment, it is necessary to enhance the monitoring of liver fibrosis progression and PLC, so as to facilitate early diagnosis and treatment.
10.Teaching and practice exploration on the integration of multi-disciplines in teaching of operative dentistry
Chunyan WAN ; Keqing PAN ; Jing DENG ; Shuai WANG ; Lingshuang LIU ; Haiping XU ; Xiaofei YU ; Lei MA ; Jing FU ; Mengdong LIU ; Wen SU
Chinese Journal of Medical Education Research 2025;24(4):529-534
Objective:In order to effectively educate students on tooth defect diseases and restoration techniques, the teaching and research team at the School of Stomatology of Qingdao University developed an integrated course operative dentistry. This course is specifically designed to align with the undergraduate curriculum reform requirements of "Three Early, Two Multiple and One Integration".Methods:The teaching practice of operative dentistry was conducted with the stomatology undergraduates of grade 2020 and 2021. The course group redesigned the curriculum by reorganizing teaching content, rebuilding teaching resources, reconstructing teaching mode, and reshaping the evaluation system. Evaluation of the curriculum design included test scores, satisfaction questionnaires, and teacher self-evaluation. Statistical analysis was performed using SPSS 27.0 software, including independent sample t-tests for numerical variables and Fisher's exact test or Wilcoxon rank sum test for categorical variables. Results:Through the integrated course learning, 92.68% (38/41) of the students of grade 2020 and 97.44% (38/39) of the students of grade 2021 can basically or completely master various dental defect repair schemes and understand the importance of preserving natural tooth. 82.93% (34/41) of the students of grade 2020 and 100.00% (39/39) of the students of grade 2021 could basically or completely master the key points of various dental defect restorations.Conclusions:Through the practice of teaching, it has been confirmed that the integrated course of operative dentistry is beneficial to students' mastering the knowledge and skills of dental defect diseases and their restoration in a more comprehensive way, and is conducive to the cultivation of clinical thinking, hands-on ability and the patient-centered, comprehensive problem-solving thinking, which is in line with the guidance on the innovation and development of medical education.

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