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.Relationship between spindle and kinetochore-associated proteins 3, dual-specificity phosphatases 26 and prognosis of elderly patients with non-small cell lung cancer
Junjie BIAN ; Yongxian GUI ; Weihua GUO ; Yaxi SONG ; Chunhua WEI
Chinese Journal of Geriatrics 2025;44(5):603-609
Objective:To explore the relationship between spindle and kinetochore-associated protein 3(SKA3), dual-specificity phosphatase 26(DUSP26), and prognosis in elderly patients with non-small cell lung cancer(NSCLC).Methods:A retrospective analysis was conducted on case samples from elderly patients with NSCLC at Xinxiang Central Hospital between January 2020 and May 2023.During surgery, specimens of cancerous and adjacent non-cancerous tissues were collected.The expressions of SKA3 and DUSP26 in these tissues were assessed using immunohistochemistry, and their correlations with clinicopathological characteristics were analyzed.The relationship between SKA3 and DUSP26 in cancer tissues was examined using the Spearman correlation coefficient.After one year of follow-up, the association between SKA3 and DUSP26 expressions in cancer tissues and patient prognosis was evaluated using Kaplan-Meier curves, and prognostic factors were analyzed using the Cox proportional hazards model.Results:In this cohort of 145 elderly patients aged 65 to 85 years(mean age: 72.61±3.87), including 91 males, we observed that the positive expression rates of SKA3 and DUSP26 in cancer tissues were 66.21%(96/145)and 71.03%(103/145), respectively.These rates were significantly higher than those found in para-carcinoma tissues, which were 16.55%(24/145)and 13.79%(20/145), with a P-value of <0.05.Spearman correlation analysis revealed a positive correlation between SKA3 and DUSP26 expression in cancer tissues( r=0.571, P<0.001).Moreover, the proportions of low differentiation, clinical staging at stages Ⅰ-Ⅱ, and lymph node metastasis were significantly higher in the SKA3-positive group compared to the SKA3-negative group( P<0.05), and similarly, these proportions were higher in the DUSP26-positive group than in the DUSP26-negative group( P<0.05).Kaplan-Meier survival analysis indicated that after one year of follow-up, the cumulative survival rates for patients with positive expressions of SKA3 and DUSP26 were 61.46%(59/96)and 58.25%(60/103), respectively, which were significantly lower than those with negative expressions[87.76%(43/49)and 92.86%(39/42), P<0.05].Cox regression analysis identified low differentiation( HR=1.817, 95% CI: 1.294-2.550), clinical staging at stage Ⅲ( HR=1.939, 95% CI: 1.315-2.858), lymph node metastasis( HR=1.898, 95% CI: 1.350-2.670), as well as positive expressions of SKA3( HR=2.071, 95% CI: 1.317-3.257)and DUSP26( HR=2.136, 95% CI: 1.402-3.256)as significant risk factors for prognosis( P<0.05). Conclusions:The expression rates of SKA3 and DUSP26 in cancer tissues are significantly elevated in elderly patients with NSCLC.Furthermore, these two biomarkers are correlated with the degree of differentiation, clinical staging, and lymph node metastasis, indicating their potential utility in evaluating the prognosis of elderly NSCLC patients.
3.Biomechanical Response of the Utricle to Linear Acceleration Based on a Bionic Physical Model
Junjie GONG ; Guangcheng XIANG ; Yani JIANG ; Yixiang BIAN
Journal of Medical Biomechanics 2025;40(2):462-469
Objective To construct a transparent and visualized bionic model of human utricle and explore the biomechanical response of the utricle to linear acceleration.Methods Using three-dimensioanl(3D)printing technology and PVA-gelatin composite hydrogel fabrication method,a visual physical model of the utricle with a ratio of 10∶1 to the human body was successfully prepared.The biomechanical response of the utricle macula was investigated by varying acceleration and direction stimulation experiments.Results Under 1-5 Hz sinusoidal reciprocating linear excitation,the response amplitude of the bionic macula increased from 4.11 μm to 48.82 μm.The response amplitude of the bionic macula increased linearly with the acceleration.In addition,the macula showed deformation differences in response to acceleration in a specific direction.Conclusions The bionic utricle model prepared in this study can accurately simulate the working mechanism of human utricle,which is expected to provide a new way for the pathological study of vestibular dysfunction and expand a new direction for the application of bionic technology in the field of biomedical engineering.
4.Biomechanical Response of the Utricle to Linear Acceleration Based on a Bionic Physical Model
Junjie GONG ; Guangcheng XIANG ; Yani JIANG ; Yixiang BIAN
Journal of Medical Biomechanics 2025;40(2):462-469
Objective To construct a transparent and visualized bionic model of human utricle and explore the biomechanical response of the utricle to linear acceleration.Methods Using three-dimensioanl(3D)printing technology and PVA-gelatin composite hydrogel fabrication method,a visual physical model of the utricle with a ratio of 10∶1 to the human body was successfully prepared.The biomechanical response of the utricle macula was investigated by varying acceleration and direction stimulation experiments.Results Under 1-5 Hz sinusoidal reciprocating linear excitation,the response amplitude of the bionic macula increased from 4.11 μm to 48.82 μm.The response amplitude of the bionic macula increased linearly with the acceleration.In addition,the macula showed deformation differences in response to acceleration in a specific direction.Conclusions The bionic utricle model prepared in this study can accurately simulate the working mechanism of human utricle,which is expected to provide a new way for the pathological study of vestibular dysfunction and expand a new direction for the application of bionic technology in the field of biomedical engineering.
5.Relationship between spindle and kinetochore-associated proteins 3, dual-specificity phosphatases 26 and prognosis of elderly patients with non-small cell lung cancer
Junjie BIAN ; Yongxian GUI ; Weihua GUO ; Yaxi SONG ; Chunhua WEI
Chinese Journal of Geriatrics 2025;44(5):603-609
Objective:To explore the relationship between spindle and kinetochore-associated protein 3(SKA3), dual-specificity phosphatase 26(DUSP26), and prognosis in elderly patients with non-small cell lung cancer(NSCLC).Methods:A retrospective analysis was conducted on case samples from elderly patients with NSCLC at Xinxiang Central Hospital between January 2020 and May 2023.During surgery, specimens of cancerous and adjacent non-cancerous tissues were collected.The expressions of SKA3 and DUSP26 in these tissues were assessed using immunohistochemistry, and their correlations with clinicopathological characteristics were analyzed.The relationship between SKA3 and DUSP26 in cancer tissues was examined using the Spearman correlation coefficient.After one year of follow-up, the association between SKA3 and DUSP26 expressions in cancer tissues and patient prognosis was evaluated using Kaplan-Meier curves, and prognostic factors were analyzed using the Cox proportional hazards model.Results:In this cohort of 145 elderly patients aged 65 to 85 years(mean age: 72.61±3.87), including 91 males, we observed that the positive expression rates of SKA3 and DUSP26 in cancer tissues were 66.21%(96/145)and 71.03%(103/145), respectively.These rates were significantly higher than those found in para-carcinoma tissues, which were 16.55%(24/145)and 13.79%(20/145), with a P-value of <0.05.Spearman correlation analysis revealed a positive correlation between SKA3 and DUSP26 expression in cancer tissues( r=0.571, P<0.001).Moreover, the proportions of low differentiation, clinical staging at stages Ⅰ-Ⅱ, and lymph node metastasis were significantly higher in the SKA3-positive group compared to the SKA3-negative group( P<0.05), and similarly, these proportions were higher in the DUSP26-positive group than in the DUSP26-negative group( P<0.05).Kaplan-Meier survival analysis indicated that after one year of follow-up, the cumulative survival rates for patients with positive expressions of SKA3 and DUSP26 were 61.46%(59/96)and 58.25%(60/103), respectively, which were significantly lower than those with negative expressions[87.76%(43/49)and 92.86%(39/42), P<0.05].Cox regression analysis identified low differentiation( HR=1.817, 95% CI: 1.294-2.550), clinical staging at stage Ⅲ( HR=1.939, 95% CI: 1.315-2.858), lymph node metastasis( HR=1.898, 95% CI: 1.350-2.670), as well as positive expressions of SKA3( HR=2.071, 95% CI: 1.317-3.257)and DUSP26( HR=2.136, 95% CI: 1.402-3.256)as significant risk factors for prognosis( P<0.05). Conclusions:The expression rates of SKA3 and DUSP26 in cancer tissues are significantly elevated in elderly patients with NSCLC.Furthermore, these two biomarkers are correlated with the degree of differentiation, clinical staging, and lymph node metastasis, indicating their potential utility in evaluating the prognosis of elderly NSCLC patients.
6.Deformation of the Cupula of a Semicircular Canal Based on a Biomimetic Physical Model
Wenxuan ZHANG ; Yu ZHANG ; Xianhua WEN ; Junjie DAI ; Yixiang BIAN ; Yani JIANG
Journal of Medical Biomechanics 2024;39(3):524-531
Objective To explore the biomechanical responses of the cupula of the human semicircular canal to three basic rotational perception processes.Methods A one-dimensional visual semicircular canal model was successfully fabricated using three-dimensional printing and hydrogel physical cross-linking technologies,and the response deformation of the cupula was explored by applying constant angular velocity,constant angular acceleration,and sinusoidal oscillation stimulations.Results The time constant of the biomimetic semicircular canal model was stable at approximately 3 s and close to the human time constant.The displacement deformation of the ampullary cupula was proportional to the angular acceleration applied.Under sinusoidal oscillation stimulation of 0.07-5.00 Hz,the gain of the semicircular canal increased from 1.54 um/° rises to 42.34 μm/°,but the phase difference decreased from 109.72° to 11.27°.Conclusions The biomimetic semicircular canal model prepared in this study can accurately simulate the working mechanism of the human semicircular canal and is expected to play a role in mechanism research and disease diagnosis of the human vestibular semicircular canal.
7.Changes of intestinal flora and the mechanism of NLRP3 inflammasome in elderly mice with cognitive dysfunction induced by sevoflurane anesthesia
Shanshan HAN ; Junjie LIANG ; Ruxi BIAN ; Chao YE ; Peng ZHAO ; Wentao SHI ; Dengxin ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2023;32(10):879-885
Objective:To investigate changes of intestinal flora and the mechanism of NLRP3 inflammasome in elderly mice with cognitive dysfunction induced by sevoflurane anesthesia.Methods:Eighteen fourteen-month-old male SPF grade C57BL/6J mice were randomly divided into control and sevoflurane groups, with 9 mice in each group. The mice of sevoflurane group inhaled 3% sevoflurane for 2 hours daily for three days. Fecal samples were collected post-exposure 24 hours for 16S rRNA sequencing. Morris water maze was then used to test the cognitive ability. Western blot was used to detect the expressions of synapse-associated proteins, NLRP3 inflammasome-related proteins of hippocampus, and NLRP3 inflammasome-related proteins of colon. Golgi staining was used to observe the number of dendritic spines in the hippocampus. qPCR was used to detect the expression of inflammatory cytokines IL-1β, IL-18, TNF-α mRNA in mice colon and hippocampal tissues.Results:(1) The Morris water maze test showed that the escape latency of the sevoflurane group was longer than the control group, but there was statistical difference only on the fifth day ( P<0.05). In the spatial exploration test, escape latency of the sevoflurane group was higher than that of the control group((49.50±9.99)s, (18.67±7.63)s, t=6.005, P<0.001), and platform crossing frequency was less than that of the control group((0.83±0.75)times, (2.33±1.03)times, t=2.87, P=0.017). (2) Western blot and Golgi staining results showed that the expression of hippocampal synaptic-related proteins and the number of dendritic spines in the sevoflurane group were significantly reduced compared with those in control group (all P<0.05). (3) 16S rRNA sequencing showed significant β-diversity difference between the two groups ( P<0.05). Compared with the control group, potential pathogens that p_Desulfobacterota and g_Desulfovibrio increased significantly in the sevoflurane group (both P<0.05), and beneficial bacteria that p_Verrucomicrobiota and g_Akkermansia decreased significantly (both P<0.05). (4) Compared with the control group, the results of qPCR showed increased expression of inflammatory cytokines TNF-α, IL-1β mRNA in the colon and hippocampal tissues of the sevoflurane group (all P<0.05). Western blot results showed increased expression of NLRP3 inflammasome-related proteins in the colon and hippocampal tissues of the sevoflurane group (both P<0.05). Immunofluorescence results showed the higher fluorescence intensity of ASC in the DG region of the hippocampus of the sevoflurane group compared with the control group ( P<0.01). Conclusion:The cognitive dysfunction model induced by sevoflurane in elderly mice shows neuroinflammatory reactions and synaptic damage, which may be related to intestinal microbiota imbalance and activation of NLRP3 inflammasome.
8.Effects of corneal plastic surgery on stereopsis and dynamic regulation of myopia and the mechanism of controlling myopia progression
Ning HAO ; Junjie BIAN ; Wei FANG ; Ran SUN ; Ying DONG ; Yankun PENG
Journal of Chinese Physician 2019;21(5):692-695
Objective To investigate the effect of corneal plastic surgery on stereopsis and dynamic regulation of myopia and the mechanism of myopia.Methods From March 2015-March 2016,83 cases (166 eyes) myopia children in our hospital were subjected to corneal plastic surgery.The naked eye distant visual acuity,naked eye near visual acuity,naked eye near stereoscopic sharpness,dynamic adjustment function [Near point of accommodation (NP),adjusted sensitivity (AF),negative relative adjustment (NRA),positive relative adjustment (PRA)] and intraocular pressure,anterior chamber depth,central corneal thickness and axial length of children before wearing glasses,wearing glasses 6 months later,wearing glasses 12 months later were compared.Results The distant and near visual acuity,AF and PRA of naked eyes after 12 months wearing glasses were higher than those after 6 months wearing glasses,and all the above indexes were higher than those before wearing glasses,with statistically significant difference (P < 0.05).After 12 months wearing glasses,the acuity of naked near stereopsis,NP and NRA were lower than those after 6 months wearing glasses,and all the above indexes 6 months after wearing glasses were lower than those before wearing glasses (P < 0.05).There were no significant differences in intraocular pressure,anterior chamber depth,central corneal thickness and axial length between children before wearing glasses,6 months after wearing glasses and 12 months after wearing glasses (P > 0.05).Conclusions Corneal plastic surgery can significantly correct the visual acuity of children,improve their stereovision,control the progression of myopia,improve the ocular adjustment function of children,and its safety is high.
9.Effects of nicorandil on the expression of hypoxia-inducible factor 1α in lung tissue of one-lung ventilation
Chunguang WANG ; Su CAO ; Wen BAI ; Junjie CHEN ; Xiaocui BIAN ; Fuhai JI
The Journal of Clinical Anesthesiology 2018;34(1):76-79
Objective To investigate the effects of nicorandil on hypoxia-inducible factor (HIF)-1α mRNA and protein in lung tissue of one-lung ventilation.Methods Twenty-four clean New Zealand white rabbits were randomly divided into sham group (group S) (two-lung ventilation+thoracotomy),negative control group (group C) (one-lung ventilation + thoracotomy + saline),nicorandil group (group N) (one-lung ventilation+ thoracotomy+ nicorandil) and antagonist group (group J) (one-lung ventilation + thoracotomy + nicorandil + glibenclanide) equally.The implementation of mechanical ventilation depended on self-made double-lumen endotracheal tube after intravenous induction through ear marginal vein.Intravenous maintenance medicine was infused by trace injection pump after anesthesia induction.The implementation of thoracic surgery was simulated through one-lung and two-lung ventilation by auscultation,bubble test and direct observation.Group S was given anaesthesia only,no one-lung ventilation group S,the other three groups had single lung ventilation,and the drug was injected before the operation.Group N was infused nicorandil 100 ptg· kg-1 · h-1 before the implementation of single lung ventilation for 1 h.Group C was injected with the same amount of normal saline.Group J was intravenous infusion of glibenclamide 75 μg· kg-1 · h-1 and nieorandil 100μg · kg-1 · h-1 the implementation of single lung ventilation for 1 h.Then wet and dry weight ratio(W/D) and superoxide dismutase (SOD) activity were measured after non-ventilatory lung was processed and preserved.The expression of HIF-1α protein of non ventilatory lung tissue was detected by Western-blot in the four groups.The transcription of HIF-1α mRNA was detected by real-time quantitative real-time PCR (qRT-PCR) in all groups.Results W/D in groups C and J were significantly higher compared with that of groups S and N (P<0.05).The activity of SOD in groups C and J was significantly lower compared with groups S and N (P<0.05).The expression of HIF1α protein and transcription of HIF-1α mRNA in groups C,N and J were significantly higher than those in group S,and that of group N was significantly higher than those of groups C and J (P<0.05).Conclsion Nicorandil has a protective effect on the collapse and inflation of non-ventilatory lung in rabbit with one-lung ventilation,reducing oxidative stress by SOD,acting on mito KATP and coming into play by up-regulation of HIF-1α.
10. Expression of Fermintin family homologous protein 2 in non-small cell lung cancer and its clinical significance
Weihua GUO ; Junjie BIAN ; Guofang TIAN ; Zhenxuan LYU ; Yongxian GUI ; Li YE
Chinese Journal of Pathology 2018;47(10):780-783
Objective:
To investigate the expression of Fermintin family homologous protein 2 (FERMT2) in non-small cell lung cancer and its clinical significance.
Methods:
Seventy-two patients with non-small cell lung cancer were collected at Xinxiang Central Hospital, Henan Province, from January 2015 to January 2017.There were 48 male and 24 female patients, the age ranged from 37 to 78 years (mean 58 years). The expression of FERMT2 in tumor samples and para-cancerous tissues were detected by immunohistochemistry. Protein and mRNA expression of FERMT2 were detected by Western blot and real-time fluorescence quantitative PCR, respectively. Western blot method was also used to detect integrin-related protein expression, including integrin beta 1 (CD29), vascular cell adhesion molecule (VCAM1), and mobile related protein-1 (MRP1).
Results:
Immunohistochemistry showed that the positive rates of FERMT2 expression were 81.9%(59/72)in carcinoma tissue and 15.4%(11/72) in para-cancerous tissues, and the difference was statistically significant (

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