1.Risk prediction models for hospital readmission in patients with schizophrenia: a systematic review
Junjie YE ; Sirui HUANG ; Jiaojiao HE ; Ying WANG ; Yufeng BIAN ; Xinzhuo ZHAO
Sichuan Mental Health 2026;39(1):89-96
BackgroundIndividuals with schizophrenia are prone to higher rates of hospital readmission, presenting significant clinical challenges and imposing considerable social burdens within the mental health domain. In recent years, various risk prediction models have been developed to forecast readmission in patients with schizophrenia and support clinical decision-making, but their predictive performance and clinical applicability require comprehensive evaluation. ObjectiveTo systematically evaluate the risk prediction models for readmission in patients with schizophrenia, so as to provide insights for the development of high-performance and highly applicable readmission risk prediction models for patients with schizophrenia. MethodsOn July 5, 2025, a systematic literature search was conducted across multiple electronic databases, including PubMed, Embase, Cochrane Library, Web of Science, CINAHL, CNKI, China Biomedical Literature Database, Wanfang Database, and VIP Database, to identify risk prediction models for readmission in patients with schizophrenia. The search period was from the establishment of the databases to July 1, 2025. Two researchers independently performed literature screening, data extraction, risk of bias assessment, and applicability assessment. ResultsA total of 9 studies were included in this review, encompassing 18 risk prediction models for readmission in patients with schizophrenia. Among them, 4 models reported the area under the receiver operating characteristic (ROC) curve (AUC), ranging from 0.734 to 0.820, 16 models provided AUC values of 0.642–0.879 for internal validation, and 1 model demonstrated an AUC of 0.841 for external validation. Key predictors included disease duration and the concomitant therapy of antipsychotic medications. The risk of bias was assessed as "high" in all included studies. ConclusionThe development of risk prediction models for readmission in patients with schizophrenia remains in an exploratory stage. Although the model exhibits favorable predictive performance, it is associated with a high risk of bias and insufficient performance evaluation.
2.Clinical efficacy of minimally invasive robot-assisted coronary artery bypass grafting for multivessel coronary artery disease
Jiahui LI ; Chenyi CUI ; Haoqi LI ; Jizhong XUAN ; Zhao LI ; Sheng WANG ; Junjie SUN ; Zhaoyun CHENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(05):728-733
Objective To explore the clinical efficacy of robot-assisted coronary artery bypass grafting through a small incision in the left intercostal space in the treatment of multivessel coronary disease. Methods A retrospective analysis was conducted on the clinical data of patients who underwent coronary artery bypass grafting through a small incision in the left intercostal space at Central China Fuwai Hospital of Zhengzhou University from January 1, 2023 to October 15, 2024. Patients were divided into a robotic group and a minimally invasive group based on whether the surgery was assisted by the Da Vinci robot. Results A total of 81 patients were included, with 57 in the minimally invasive group, including 41 males and 16 females, with a median age of 65.0 (57.5, 69.5) years; and 24 in the robotic group, including 17 males and 7 females, with a median age of 61.0 (56.0, 69.0) years. There was no statistically significant difference in baseline data between the two groups (P>0.05). The robotic group had less intraoperative bleeding [300 (200, 438) mL vs. 500 (375, 600) mL, P=0.006], shorter postoperative mechanical ventilation time [15.0 (13.3, 23.5) h vs. 22.0 (15.5, 39.5) h, P=0.037], and lower incidence of postoperative pain [8 (33.3%) vs. 33 (57.9%), P=0.043]. The hospitalization cost in the robotic group was higher than that in the minimally invasive group [130491 (123298, 135691) yuan vs. 123892 (115543, 133449) yuan, P=0.023]. There was no statistical difference in postoperative laboratory indicators between the two groups (P>0.05). There was also no statistical difference in the duration of surgery, postoperative 24 h drainage volume, ICU stay time, postoperative hospital stay or incidences of perioperative compications including pleural effusion, transfusion, new-onset atrial fibrillation, acute kidney injury, non-union of incision, major cardiovascular and cerebrovascular adverse events, and reoperation between the two groups (P>0.05). Conclusion Compared with the minimally invasive group, the robotic group shows satisfactory efficacy and can effectively reduce postoperative pain and intraoperative bleeding, and shorten postoperative mechanical ventilation time.
3.Study on correlation between clinical and CT imaging features and EGFR gene mutation in non-small cell lung cancer
Yan YANG ; Zhonglin HEI ; Xingcang TIAN ; Xuehong BAI ; Junjie CHEN ; Ren ZHAO
Cancer Research and Clinic 2025;37(3):167-171
Objective:To explore the correlation between clinical and CT imaging features and epidermal growth factor receptor (EGFR) gene mutation in patients with non-small cell lung cancer (NSCLC) and screening of mutation prediction indicators.Methods:A retrospective case-control study was conducted. The clinical data of 178 NSCLC patients who were confirmed by pathology and underwent pre-treatment chest-enhanced CT scan and EGFR gene mutation testing in General Hospital of Ningxia Medical University from January 2015 to December 2019 were retrospectively analyzed. Patients were classified into EGFR mutation-positive and mutation-negative groups based on genetic testing results, and the clinical and CT imaging features were compared between the two groups; the multivariate logistic regression model was used to identify the independent influencing factors for EGFR gene mutation in NSCLC patients.Results:Among 178 NSCLC patients, 115 cases (64.6%) were EGFR gene mutation-positive and 63 cases (35.4%) were mutation-negative. Among the 115 EGFR gene mutation-positive patients, there were 61 cases (53.0%) of exon 19 deletion (19del) mutation, 45 cases (39.1%) of exon 21 L858R mutation, 8 cases (7.0%) of exon 20 mutation, and 1 case (0.9%) of exon 18 mutation. The proportions of female patients [60.0% (69/115) vs. 30.2% (19/63)] and patients with out smoking history [74.8% (86/115) vs. 36.5% (23/63)] in EGFR gene mutation-positive group were higher than those in the mutation-negative group, and the differences were statistically significant (both P < 0.001), while the proportions of patients with different pathological types and clinical stages in the two groups showed no statistically significant differences (both P > 0.05). The median maximum diameter of tumor [ M ( Q1, Q3)] detected by CT in the EGFR gene mutation-positive group was 3.70 (2.90, 4.70) cm, while in the mutation-negative group it was 5.30 (3.40, 6.80) cm, and the difference was statistically significant ( Z = -3.66, P < 0.001). The proportions of patients with air bronchogram [27.8% (32/115) vs. 7.9% (5/63)] and without emphysema [83.5% (96/115) vs. 55.6% (35/63)] in the EGFR gene mutation-positive group were higher than those in the mutation-negative group, and the differences were statistically significant (both P < 0.01). The results of multivariate logistic regression analysis showed that no smoking history (yes vs. no, OR = 0.218, 95% CI: 0.073-0.647), short maximum diameter of tumor detected by CT ( OR = 0.814, 95% CI: 0.676-0.981), air bronchogram (yes vs. no, OR = 5.354, 95% CI: 1.782-16.090), and no emphysema (yes vs. no, OR = 0.289, 95% CI: 0.128-0.653) were independent risk factors for EGFR gene mutation in NSCLC patients (all P < 0.05). Conclusions:Clinical and CT imaging features may relate to EGFR gene mutation status in NSCLC patients, and no smoking history, short maximum diameter of tumor detected by CT, air bronchogram and no emphysema may predict EGFR gene mutation.
4.Identification and Experimental Validation of Programmed Cell Death-Related Key Genes in Gout Using Bioinformatics Analysis and Machine Learning Based on GEO Database
Junjie CAO ; Erchuan ZHAO ; Rui WANG ; Jiaojiao LIU
Journal of Modern Laboratory Medicine 2025;40(4):97-104
Objective To screening and validation of key genes for programmed cell death(PCD)in gout through bioinformatics and machine learning and immunoinfiltration analysis.Methods Gout-related datasets were obtained from the Gene Expression Omnibus(GEO)database,comprising the human gout dataset GSE160170 and murine gout dataset GSE190138,which served as the training cohort.Differentiall expression genes(DEGs)were screened with difference factor>2 and P<0.05.The DEGs of two data sets were intersected to obtain the common DEGs(co-DEGs).The co-DEGs were enriched by GO function and KEGG pathway analysis.The combination of co-DEGs and PCD related gene set was used to obtain PCD related DEGs.A PPI network was built in the STRING database.The key module genes were screened in Cytoscape's MCODE,the hub genes were screened in 12 algorithms built into the Cytohubba plugin,including Degree,MCC,DMNC,MCN,EPC,BottleNeck,EcCentricity,closness,Radiality,Betweeness,Stress and Clusteringcoefficoent,the common genes of the two was as candidate genes.The regression model of least absolute shrinkage and selection operator(LASSO)was used to screen key genes in the GSE160170 and GSE190138 data sets respectively,and the intersection of the two was adopted to obtain key genes.The diagnostic value of key genes in gout was evaluated by receiver operating characteristic(ROC)curve.The expression difference of gout related immune cells was investigated by single sample gene set enrichmemt analysis(ssGSEA)immunoinfiltration analysis.Finally,blood samples from 30 gout patients admitted to the Department of Rheumatology,Xi'an Fifth Hospital from February to April 2024 were collected as the experimental group,while blood samples from 30 healthy subjects were collected as the control group.RNA was extracted from the Peripheral blood mononuclear cell(PBMC).Quantitative real time polymerase chain reaction(RT-qPCR)was used to validate the expression of key genes in clinical samples.Results 53 common DEGs of GSE160170 and GSE190138 were obtained,among which 43 genes were up-regulated and 10 were down-regulated.GO and KEGG indicated that most genes were involved in cell death,apoptosis,interlenkin(IL)-17 signaling pathway,tumor necrosis facter(TNF)signaling pathway and nucleotide-binding oligomerization domain-(NOD)-like receptor signaling pathway.12 co-DEGs of programmed cell death and gout were obtained.A total of 7 candidate genes were screened.LASSO regression model screened 5 genes and 4 genes respectively in two datasets,and 3 key genes were abtained by the intersection of the two datasets,which were IL-6,plasminogen activator urokinase receptor(PLAUR)and NOD-like receptor thermal protein domain associated protein3(NLRP3).Validation within the training set revealed that all three genes attained perfect diagnostic performance for gout,with area under the ROC(AUC-ROC)curve values of 1.00.Immunoinfiltration analysis showed that the changes of activated CD4+T cells,activated CD8+T cells and natural killer cells were closely related to the occurrence and development of gout.In the clinical samples,compared with the control group,PLAUR,NLRP3 and IL-6 were highly expressed in gout patients,and the differences were statistically significant(t=18.852,9.633,8.293,all P<0.05).Conclusion IL-6,PLAUR and NLRP3 provide potential biomarkers and therapeutic targets for the diagnosis and treatment of gout,offering new directions in this field.
5.Relationship between ABHD5 and Cellular Immune Indexes and Response to Tirelizumab Targeted Therapy in Patients with Advanced NSCLC
Hongyan ZHANG ; Junjie REN ; Zhenxing ZHAO ; Xianlei WANG
Journal of Modern Laboratory Medicine 2025;40(4):8-12,23
Objective To investigate the effect of α/β hydrolase folded protein 5(ABHD5)and cellular immunity markers on the response to tirellizumab targeted therapy in patients with advanced non-small cell lung cancer(NSCLC).Methods A total of 123 patients with advanced NSCLC who received tiralizumab in Kailuan General Hospital from October 2020 to December 2023 were selected.The efficacy of the target lesions was evaluated 4 weeks after treatment,and the patients were divided into response group and non-response group according to the treatment effect.Quantitative real time polymerase chain reaction(RT-qPCR)was used to detect the relative expression of ABHD5 in lesion tissues.The expression level of ABHD5,immune indexes[CD4+T,CD8+T,CD4+T/CD8+T,regulatory T cell(Treg),T helper cell 17(Th17),Treg/Th17]and other clinical indexes were compared between the two groups.Multivariate logistic regression analysis of independent factors influencing response to tirelizumab targeted therapy.The predictive value of ABHD5,CD4+T and CD8+T in non-response to treatment of advanced NSCLC was analyzed by receiver operating characteristic(ROC).ABHD5 expression was correlated with CD4+T and CD8+T cells by Pearson correlation analysis.Results Among the 123 patients enrolled,90 responded to treatment and 33 did not respond.The expression of ABHD5(1.16±0.18)and the levels of CD4+T(31.52%±4.26%)and CD8+T(24.39%±1.87%)cells in the non-response group were lower than those in the response group(1.47±0.21,36.43%±4.08%,29.13%±2.15%),and the levels of Treg(7.24%±0.89%)and Th17(6.23%±1.10%)cells were higher than those in the response group(6.37%±0.91%,5.42%±0.66%),and the differences were statistically significant(t=4.725~11.200,all P<0.05).There were significant differences in tumor size,number of metastases and levels of carcinoembryonic antigen(CEA),albumin(ALB)and total bilirubin(TBIL)between the two groups,and the differences were statistically significant(t=2.969~6.523,all P<0.05).ABHD5 expression and CD4+T,CD8+T cell levels were independent protective factors affecting the response to tirelizumab targeted therapy in advanced NSCLC(Wald χ2=15.803,7.954,8.631,all P<0.05).ABHD5 predicted that the AUC of non-response to treatment of advanced NSCLC was 0.897,which was higher than that of 0.860 and 0.835 predicted by CD4+T and CD8+T cells,and the prediction sensitivity and specificity were 72.73%and 94.45%,respectively.ABHD5 expression was positively correlated with the levels of CD4+T and CD8+T cells(r=0.367,0.355,all P<0.05).Conclusion The response to tirelizumab targeted therapy in advanced NSCLC is significantly correlated with the expression of ABHD5 and the levels of CD4+T and CD8+T cells,and ABHD5 has high predictive value in the treatment of advanced NSCLC.
6.Analysis of the construction of radiotherapy departments in non-public hospitals in Beijing
Xingyu CHEN ; Tiandi ZHAO ; Bo SUN ; Jidong WANG ; Hao WANG ; Fei XU ; Junjie WANG ; Ping JIANG
Chinese Journal of Radiation Oncology 2025;34(3):233-239
Objective:To investigate the construction and existing problems of radiotherapy departments in non-public hospitals in Beijing, and to propose improvement suggestions.Methods:An electronic questionnaire survey of 2023 medical education and research situation of the radiotherapy departments of 8 non-public hospitals in Beijing was conducted from March 2024 to June 2024, and on-site quality control supervision and inspection were conducted. The survey covered the equipment allocation, the educational background, professional title, age, working experience of radiotherapy-related personnel, and the operation of the hospital, etc. The questionable questionnaires were reviewed by telephone. The quality control method of entry was double entry and cross-checking. Frequency and composition ratio were used for statistical description. Results:The radiation oncology departments of 8 non-public hospitals in Beijing were mainly located in the main urban areas and suburbs. There were 105 radiotherapy practitioners, including 37 radiation oncologists, 19 medical physicists (14 with intermediate titles) and 49 radiotherapists (42 with junior titles, accounting for 86%). The medical teams of 5 hospitals lacked of a 3-level professional title echelon. A total of 67% (33/49) of radiotherapists had ≤ 5 years of working experience. There were 10 medical linear accelerators, 2 sets of after-loading radiotherapy equipment, 8 sets of CT simulation positioning equipment, 1 X-ray simulation positioning machine, and 35 sets of radiotherapy quality control instruments. Conformal intensity-modulated radiotherapy and volumetric arc-modulated radiotherapy could be simultaneously carried out in 8 hospitals. In 2023, 5010 patients were treated with medical linear accelerators and 171 patients were treated with after-loading radiotherapy. Two hospitals carried out scientific research, 1 hospital accepted trainees, and 2 hospitals provided teaching for interns. The results of quality control supervision and inspection showed that the equipment from 8 non-public hospitals could basically meet the needs of radiotherapy and daily equipment quality control.Conclusions:The organizational structure of radiotherapy departments in non-public hospitals in Beijing are generally reasonable, with relatively complete equipment and personnel configurations. However, multiple issues such as an insufficient number of personnel, unbalanced personnel structures, lack of work experience, low professional titles, and inadequate research and teaching capabilities still exist, which require further improvements.
7.Liquiritin improves macrophage degradation of engulfed tumour cells by promoting the formation of phagolysosomes via NOX2/gp91phox.
Caiyi YANG ; Kehan CHEN ; Yunliang CHEN ; Xuting XIE ; Pengcheng LI ; Meng ZHAO ; Junjie LIANG ; Xueqian XIE ; Xiaoyun CHEN ; Yanping CAI ; Bo XU ; Qing WANG ; Lian ZHOU ; Xia LUO
Journal of Pharmaceutical Analysis 2025;15(5):101093-101093
The incomplete degradation of tumour cells by macrophages (Mϕ) is a contributing factor to tumour progression and metastasis, and the degradation function of Mϕ is mediated through phagosomes and lysosomes. In our preliminary experiments, we found that overactivation of NADPH oxidase 2 (NOX2) reduced the ability of Mϕ to degrade engulfed tumour cells. Above this, we screened out liquiritin from Glycyrrhiza uralensis Fisch, which can significantly inhibit NOX2 activity and inhibit tumours, to elucidate that suppressing NOX2 can enhance the ability of Mϕ to degrade tumour cells. We found that the tumour environment could activate the NOX2 activity in Mϕ phagosomes, causing Mϕ to produce excessive reactive oxygen species (ROS), thus prohibiting the formation of phagolysosomes before degradation. Conversely, inhibiting NOX2 in Mϕ by liquiritin can reduce ROS and promote phagosome-lysosome fusion, therefore improving the enzymatic degradation of tumour cells after phagocytosis, and subsequently promote T cell activity by presenting antigens. We further confirmed that liquiritin down-regulated the expression of the NOX2 specific membrane component protein gp91 phox, blocking its binding to the NOX2 cytoplasmic component proteins p67 phox and p47 phox, thereby inhibiting the activity of NOX2. This study elucidates the specific mechanism by which Mϕ cannot degrade tumour cells after phagocytosis, and indicates that liquiritin can promote the ability of Mϕ to degrade tumour cells by suppressing NOX2.
8.Construction and optimization of 1, 4-butanediamine biosensor based on transcriptional regulator PuuR.
Junjie LIU ; Minmin JIANG ; Tong SUN ; Xiangxiang SUN ; Yongcan ZHAO ; Mingxia GU ; Fuping LU ; Ming LI
Chinese Journal of Biotechnology 2025;41(1):437-447
Biosensors have become powerful tools for real-time monitoring of specific small molecules and precise control of gene expression in biological systems. High-throughput sensors for 1, 4-butanediamine biosynthesis can greatly improve the screening efficiency of high-yielding 1, 4-butanediamine strains. However, the strategies for adapting the characteristics of biosensors are still rarely studied, which limits the applicability of 1, 4-butanediamine biosensors. In this paper, we propose the development of a 1, 4-butanediamine biosensor based on the transcriptional regulator PuuR, whose homologous operator puuO is installed in the constitutive promoter PgapA of Escherichia coli to control the expression of the downstream superfolder green fluorescent protein (sfGFP) as the reporter protein. Finally, the biosensor showed a stable linear relationship between the GFP/OD600 value and the concentration of 1, 4-butanediamine when the concentration of 1, 4-butanediamine was 0-50 mmol/L. The promoters with different strengths in the E. coli genome were used to modify the 1, 4-butanediamine biosensor, and the functional properties of the PuuR-based 1, 4-butanediamine biosensor were explored and improved, which laid the groundwork for high-throughput screening of engineered strains highly producing 1, 4-butanediamine.
Biosensing Techniques/methods*
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Escherichia coli/metabolism*
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Promoter Regions, Genetic/genetics*
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Green Fluorescent Proteins/metabolism*
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Transcription Factors/genetics*
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Escherichia coli Proteins/genetics*
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Diamines/metabolism*
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Gene Expression Regulation, Bacterial
9.Integrating radiology and histology via co-attention deep learning for predicting progression-free survival in patients with metastatic prostate cancer.
Yuanshen ZHAO ; Feng LIU ; Chaofan ZHU ; Chongzhe YAN ; Bangkang FU ; Junjie HE ; Xin XIE ; Rongpin WANG ; Zhicheng LI
Chinese Medical Journal 2025;138(22):3013-3015
10.Exercise-induced angiogenesis and lymphangiogenesis: A potential therapeutic tool to fight aging and disease.
Jizong JIANG ; Yongjun ZHENG ; Rui WANG ; Hao YANG ; Shihui ZANG ; Emeli CHATTERJEE ; Guoping LI ; Dragos CRETOIU ; Cuimei ZHAO ; Junjie XIAO
Chinese Medical Journal 2025;138(20):2552-2587
Aging is an inevitable, physiological process of the human body, leading to deterioration in bodily function and increased susceptibility to various diseases. Effective endogenous therapeutic strategies for anti-aging and related diseases remain limited. Exercise confers multifaceted benefits to physical health by augmenting osteogenic and myogenic processes, enhancing cardiovascular and nervous system function, and attenuating chronic inflammation. Angiogenesis and lymphangiogenesis play pivotal roles in anti-aging, tissue repair, and immune response modulation, underscoring their potential as therapeutic targets for age-related diseases. Modulating angiogenic and lymphangiogenic pathways may provide a promising strategy for mitigating vascular decline and immune system dysfunction associated with aging. Exercise-induced endogenous angiogenesis and lymphangiogenesis can exert beneficial effects on physiological function, thereby representing a potential therapeutic paradigm for combating age-related decline and diseases. This review offers a thorough summary of the present knowledge regarding angiogenesis and lymphangiogenesis induced by exercise, encompassing the underlying mechanisms and the effects in different organs. In addition, it explores the potential of physical activity as a non-pharmacological intervention for anti-aging strategies and disease management, offering novel insights into the intersection of physical activity, aging, and disease progression.
Humans
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Lymphangiogenesis/physiology*
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Aging/physiology*
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Exercise/physiology*
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Animals
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Neovascularization, Physiologic/physiology*
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Angiogenesis

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