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.Illness experience in patients with hepatitis B: a Meta-synthesis
Jiajia DU ; Min ZHANG ; Jiaming WU ; Jinyan FU ; Chunyan ZHAO
Chinese Journal of Modern Nursing 2025;31(17):2247-2253
Objective:To systematically evaluate the illness experience of patients with hepatitis B.Methods:A computer-based search was conducted in PubMed, Embase, Web of Science, Cochrane Library, Medline, China National Knowledge Infrastructure, Wanfang Data, VIP, and China Biology Medicine disc for qualitative studies related to the illness experience of patients with hepatitis B, from database inception to April 9, 2024. The Joanna Briggs Institute Critical Appraisal Checklist for Qualitative Research was used to assess the methodological quality of the included studies. A Meta-synthesis method was adopted to summarize and integrate the results.Results:A total of 10 papers were included, from which 43 themes were extracted and summarized into nine categories, ultimately forming four integrated findings: emotional challenges and psychological struggles; changes in social adaptation after experiencing disease trauma, with different coping styles; loss of self-actualization, accompanied by a strong desire for rehabilitation information and social support; a certain degree of illness-related stigma existed among patients.Conclusions:Medical staff should pay attention to the illness experiences of patients with hepatitis B, guide them toward positive coping mechanisms, and provide a basis for developing personalized nursing strategies.
3.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.
4.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%.
5.Interpretation of"Guideline 9213 for validation,verification,and transfer of microbiological analytical methods"in Chinese Pharmacopoeia 2025 Edition
Yan YANG ; Hong SHAO ; Shujuan WANG ; Rong FU ; Qian YANG ; Junhao CHEN ; Zhen SHEN ; Chunyan AN ; Yiling FAN ; Meicheng YANG ; Jun ZHANG ; Changqin HU
Drug Standards of China 2025;26(5):462-467
The Chinese Pharmacopoeia 2025 Edition added the 9213 Guideline for validation,verification,and transfer of microbiological analytical methods.Based on the characteristics of pharmaceutical microbiological analyt-ical methods and practical applications,it specified definitions of relevant terms and application scenarios,estab-lished technical indicators and acceptance criteria for methodological evaluation,and introduced key statistical tools and evaluation principles.This article systematically elaborates on the drafting background and process of the Guideline,and interprets its key content,aiming to offer theoretical guidance and practical reference for relevant practitioners in applying this guideline.This guideline strengthens the foundation of pharmaceutical microbial analytical methods in China and enhances the scientificity and accuracy of the pharmaceutical microbial standards system.
6.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.
7.Interpretation of"Guideline 9213 for validation,verification,and transfer of microbiological analytical methods"in Chinese Pharmacopoeia 2025 Edition
Yan YANG ; Hong SHAO ; Shujuan WANG ; Rong FU ; Qian YANG ; Junhao CHEN ; Zhen SHEN ; Chunyan AN ; Yiling FAN ; Meicheng YANG ; Jun ZHANG ; Changqin HU
Drug Standards of China 2025;26(5):462-467
The Chinese Pharmacopoeia 2025 Edition added the 9213 Guideline for validation,verification,and transfer of microbiological analytical methods.Based on the characteristics of pharmaceutical microbiological analyt-ical methods and practical applications,it specified definitions of relevant terms and application scenarios,estab-lished technical indicators and acceptance criteria for methodological evaluation,and introduced key statistical tools and evaluation principles.This article systematically elaborates on the drafting background and process of the Guideline,and interprets its key content,aiming to offer theoretical guidance and practical reference for relevant practitioners in applying this guideline.This guideline strengthens the foundation of pharmaceutical microbial analytical methods in China and enhances the scientificity and accuracy of the pharmaceutical microbial standards system.
8.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.
9.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%.
10.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.

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