1.Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.
Jingjing GAO ; Heping TANG ; Zhengning WANG ; Yanling LI ; Na LUO ; Ming SONG ; Sangma XIE ; Weiyang SHI ; Hao YAN ; Lin LU ; Jun YAN ; Peng LI ; Yuqing SONG ; Jun CHEN ; Yunchun CHEN ; Huaning WANG ; Wenming LIU ; Zhigang LI ; Hua GUO ; Ping WAN ; Luxian LV ; Yongfeng YANG ; Huiling WANG ; Hongxing ZHANG ; Huawang WU ; Yuping NING ; Dai ZHANG ; Tianzi JIANG
Neuroscience Bulletin 2025;41(6):933-950
Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans
;
Schizophrenia/pathology*
;
Diffusion Tensor Imaging/methods*
;
Male
;
Female
;
Adult
;
Brain/metabolism*
;
Young Adult
;
Middle Aged
;
White Matter/pathology*
;
Gene Expression
;
Nerve Net/diagnostic imaging*
;
Graph Neural Networks
2.Effect of PDCA cycle on improving the completion rate of sepsis bundle treatment
Xiaoming SANG ; Yuli LI ; Yuping HAN ; Na LI ; Zhenmei ZHANG ; Fei WANG
Chinese Journal of Practical Nursing 2024;40(21):1614-1620
Objective:To analyze the effect of analysis plan, do, check, and action (PDCA) cycle in improving the completion rate of sepsis bundle treatment in sepsis patients and the knowledge-attitude-practice of sepsis bundle treatment in medical staff.Methods:Using the historical control method, sepsis patients admitted to the Emergency Trauma Intensive Care Unit of Shandong Provincial Hospital Affiliated to Shandong First Medical University were selected as the research objects by convenience sampling. The 35 patients admitted from January to December 2021 will be included in the control group; from June 2022 to June 2023, 28 patients were admitted to the observation group. The control group received routine nursing care, while the observation group received intervention based on the PDCA cycle. The completion rate of sepsis bundle treatment before and after PDCA cycle implementation was compared. The 27 nurses and 5 doctors working in trauma care unit were investigated by using a self-designed questionnaire on their knowledge and practice level of sepsis bundle treatment. The completion rate of sepsis bundle treatment before and after the implementation of PDCA cycle was compared.Results:The control group included 19 males and 16 females, aged (61.77 ± 8.64) years. The observation group included 13 males and 15 females, aged (60.61 ± 10.20) years. After the implementation of PDCA cycle, the completion rate of 3h bundle treatment for sepsis in the observation group was 89.29% (25/28), which was higher than 31.42% (10/35) in the control group, with a statistically significant difference ( χ2=23.22, P<0.05). The completion rate of sepsis bundle treatment within 6 hours in the observation group was 11/11, which was higher than 5/9 in the control group, with a statistically significant difference ( χ2=6.11, P<0.05). Moreover, after the implementation of PDCA cycle, the total score and sub-scale scores of the knowledge-attitude-practice among medical staffs increased from 86.60 ± 10.33, 21.00 ± 4.74, 18.00 ± 1.58, and 47.60 ± 4.10 to 100.00 ± 5.20, 27.60 ± 2.51, 19.60 ± 0.55, and 52.80 ± 2.28 respectively, with statistically significant differences ( t values were -5.10 - -3.14, all P<0.05). Conclusions:PDCA cycle can improve the completion rate of sepsis bundle treatment and improve the level of knowledge, attitude and practice of medical staff.
3.Influence of comorbidity on frailty in elderly patients with cardiovascular disease and abnormal glucose metabolism: a chain intermediary role of basic activity of daily living and nutritional status
Ying XIN ; Yuping HAN ; Xiaoming SANG ; Na LI ; Cuicui LI ; Yun ZHU
Chinese Journal of Practical Nursing 2024;40(27):2142-2149
Objective:To explore the chain mediating effect of basic activity of daily living and nutritional status the effects on comorbidity and frailty, so as to provide guidance for preventing and delaying the frailty of elderly patients with cardiovascular disease and abnormal glucose metabolism.Methods:The cross-sectional study method was adopted, 300 elderly patients with cardiovascular disease and abnormal glucose metabolism who were hospitalized in the cardiovascular medicine ward of Shandong Provincial Hospital Affiliated to Shandong First Medical University, were selected as the study objects from January to August 2022, and were surveyed using General Information Questionnaire, Frailty Scale, Charlson Comorbidity Index Scale, Barthel Index Rating Scale and Mini Nutritional Assessment-Short Form were used to investigate them.Results:A total of 300 questionnaires were collected and 291 valid questionnaires were returned. Out of 291 patients, 167 were male and 124 were female, with an age of (69.55 ± 7.01) years. Comorbidities in elderly patients with cardiovascular disease and abnormal glucose metabolism were positively correlated with frailty ( r=0.414, P<0.01), and negatively correlated with basic activity of daily living and nutritional status ( r=-0.399, -0.373, both P<0.01). Basic activity of daily living was positively correlated with nutritional status ( r=0.575, P<0.01) and negatively correlated with frailty ( r=-0.825, P<0.01). Nutritional status was negatively correlated with frailty ( r=-0.695, P<0.01). The chain mediating model showed that comorbidities had a significant direct effect on frailty (effect value of 0.102), basic activity of daily living partially mediated between comorbidity and frailty (effect value of 0.125). Basic activity of daily living and nutritional status partially chained between comorbidity and frailty (effect value of 0.036). Conclusions:The chain mediating roles of basic activity of daily living and nutritional status between comorbidity and frailty was established. Healthcare professionals should pay attention to the improvement of basic activity of daily living in elderly patients with cardiovascular diseases and abnormal glucose metabolism, guide them to have a reasonable diet to achieve balanced nutrition, and delay the onset and development of frailties.
4.Landscape of respiratory syncytial virus.
Yuping DUAN ; Zimeng LIU ; Na ZANG ; Bingbing CONG ; Yuqing SHI ; Lili XU ; Mingyue JIANG ; Peixin WANG ; Jing ZOU ; Han ZHANG ; Ziheng FENG ; Luzhao FENG ; Lili REN ; Enmei LIU ; You LI ; Yan ZHANG ; Zhengde XIE
Chinese Medical Journal 2024;137(24):2953-2978
Respiratory syncytial virus (RSV) is an enveloped, negative-sense, single-stranded RNA virus of the Orthopneumovirus genus of the Pneumoviridae family in the order Mononegavirales. RSV can cause acute upper and lower respiratory tract infections, sometimes with extrapulmonary complications. The disease burden of RSV infection is enormous, mainly affecting infants and older adults aged 75 years or above. Currently, treatment options for RSV are largely supportive. Prevention strategies remain a critical focus, with efforts centered on vaccine development and the use of prophylactic monoclonal antibodies. To date, three RSV vaccines have been approved for active immunization among individuals aged 60 years and above. For children who are not eligible for these vaccines, passive immunization is recommended. A newly approved prophylactic monoclonal antibody, Nirsevimab, which offers enhanced neutralizing activity and an extended half-life, provides exceptional protection for high-risk infants and young children. This review provides a comprehensive and detailed exploration of RSV's virology, immunology, pathogenesis, epidemiology, clinical manifestations, treatment options, and prevention strategies.
Humans
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Respiratory Syncytial Virus Infections/prevention & control*
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Respiratory Syncytial Viruses/pathogenicity*
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Respiratory Syncytial Virus, Human/pathogenicity*
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Antiviral Agents/therapeutic use*
5.Path analysis of medical narrative competence and profession quality of life on professional identity of nurses
Jinjin PAN ; Yuping HAN ; Na LI ; Xiaoli LIU ; Fei WANG ; Xiaoming SANG
Chinese Journal of Practical Nursing 2023;39(34):2694-2700
Objective:To explore the path relationship among medical narrative competence and profession quality of life on professional identity of nurses, so as to provide reference for improving nurses ′professional identity. Methods:This study was across-sectional survey. From October 2022 to February 2023, totally 619 nurses in Shandong Provincial Hospital Affiliated to Shandong First Medical University were investigated using Self-designed Demographic Questionnaire, Medical Narrative Competence Scale, Professional Quality of Life Scale and Professional Identity Scale.Results:The score of nurses ′s medical narrative competence was (144.13 ± 22.09) points, compassion satisfaction was (34.82 ± 6.96) points, job burnout was (24.03 ± 5.48) points, secondary traumatic stress was (23.91 ± 5.89) points, and the scores of nurses ′ professional identity was (112.68 ± 19.05) points. Nurses ′ medical narrative competence was positively correlated with compassion satisfaction and professional identity ( r=0.585, 0.697, both P<0.01); nurses ′ medical narrative competence was negatively correlated with job burnout and secondary traumatic stress ( r=-0.516, -0.214, both P<0.01). Regression analysis showed that nurses ′ medical narrative ability, compassion satisfaction and job burnout were the influencing factors of nurses ′professional identity ( t=13.26, 10.52, -2.32, all P<0.05). Structural equation model indicated that medical narrative ability of nurses had an intermediary effect on professional identity through the dimension of compassion satisfaction, and the intermediary effect was 0.269, and the intermediary effect accounted for 36.88% of the total effect. Conclusions:Medical narrative ability of nurses can have positive emotional experience on nurses ′ psychology, and thus have an impact on professional identity. Nursing managers should pay attention to the level of nurses ′ medical satisfaction, and give full play to the intermediary effect of compassion satisfaction in nurses ′ medical narrative ability and professional identity.
6.Mitochondrial aldehyde dehydrogenase 2 alleviates septic liver injury by inhibiting ferroptosis in mouse model.
Lu LI ; Yuping LI ; Na LU ; Ruoli DU ; Wentao LI ; Hongwei YE ; Qin GAO
Chinese Critical Care Medicine 2023;35(7):684-689
OBJECTIVE:
To observe the ferroptosis triggered by in different pathways during cecal ligation and puncture (CLP)-induced liver injury in septic mice, and to investigate whether mitochondrial aldehyde dehydrogenase 2 (ALDH2) can alleviate sepsis-induced liver injury by inhibiting ferroptosis.
METHODS:
Sixty 8-week-old male C57BL/6J mice were randomly divided into sham operation group (Sham group), CLP group, ferroptosis inhibitor ferrostain-1 (Fer-1) group, ALDH2-specific agonist Alda-1 group, iron chelator deferasirox Fe3+ chelate (DXZ) group and dimethyl sulfoxide (DMSO) group, with 10 mice in each group. The septic liver injury was induced by CLP in mice model. In the Sham group, only laparotomy was performed without ligation and puncture of the cecum. 10 mL/kg 5% DMSO, 5 mg/kg Fer-1, 50 mg/kg DXZ and 10 mg/kg Alda-1 were injected intraperitoneally 1 hour before CLP in the DMSO, Fer-1, DXZ and Alda-1 groups respectively. At 24 hours after operation, eyeball blood and liver tissue were collected from anesthetized mice. The hepatic structure and inflammatory infiltration were observed by hematoxylin-eosin (HE) staining. The levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST) in serum, the levels of hepatic malondialdehyde (MDA), superoxide dismutase (SOD) and reactive oxygen species (ROS) were detected. Western blotting was used to detect the protein expressions of ALDH2, ferroptosis-related proteins glutathione peroxidase 4 (GPX4), ferroptosis suppressor protein 1 (FSP1) and transferrin receptor 1 (TFR1) in liver tissue.
RESULTS:
Compared with Sham group, the mice in CLP group showed varying degrees of congestion, disorganized hepatocyte arrangement, inflammatory cell infiltration at 24 hours after operation. Compared with the CLP group, the mice in the Fer-1 group, DXZ group and Alda-1 group liver morphology, liver injury and inflammatory cell infiltration was improved. Compared with Sham group, the serum levels of ALT and AST, the contents of MDA and ROS, and the expression of TFR1 protein in CLP group were significantly increased, while the activity of SOD and the expressions of ALDH2, GPX4 and FSP1 protein in CLP group were significantly decreased. Compared with CLP group, serum ALT and AST levels in Fer-1, DXZ and Alda-1 groups were significantly decreased [ALT (U/L): 45.76±10.81, 37.30±2.98, 36.40±12.75 vs. 73.06±12.20, AST (U/L): 61.57±2.69, 52.41±6.92, 56.05±8.29 vs. 81.59±5.46, all P < 0.05], and the contents of MDA, ROS and TFR1 protein expression in liver tissue were significantly decreased [MDA (μmol/L): 0.60±0.10, 0.57±0.18, 0.83±0.39 vs. 1.61±0.30, ROS (fluorescence intensity): 270.34±9.64, 276.02±62.33, 262.05±18.55 vs. 455.38±36.07, TFR1/GAPDH: 0.90±0.04, 1.01±0.09, 0.55±0.08 vs. 1.18±0.06, all P < 0.05], and the SOD activity and ALDH2, GPX4 and FSP1 protein expressions in liver tissue were significantly increased [SOD (kU/g): 88.77±8.20, 88.37±4.47, 93.43±7.24 vs. 50.27±3.57, ALDH2/GAPDH: 1.10±0.15, 1.02±0.07, 1.14±0.07 vs. 0.70±0.04, GPX4/GAPDH: 1.02±0.12, 0.99±0.08, 1.05±0.19 vs. 0.71±0.10, FSP1/GAPDH: 1.06±0.24, 1.02±0.08, 0.93±0.09 vs. 0.66±0.03, all P < 0.05]. There was no significant difference in the parameters between DMSO group and CLP group.
CONCLUSIONS
Both GPX4 and FSP1 mediated ferroptosis are involved in liver injury in septic mice. Activation of ALDH2 and inhibition of ferroptosis can alleviatehepatic injury. ALDH2 may play a protective role by regulating FSP1 and GPX4 mediated ferroptosis.
Mice
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Male
;
Animals
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Aldehyde Dehydrogenase, Mitochondrial
;
Ferroptosis
;
Reactive Oxygen Species
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Chemical and Drug Induced Liver Injury, Chronic
;
Dimethyl Sulfoxide
;
Mice, Inbred C57BL
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Sepsis
;
Disease Models, Animal
7.Efficacy and safety of bendamustine-rituximab combination therapy for newly diagnosed indolent B-cell non-Hodgkin's lymphoma and elderly mantle cell lymphoma: a multi-center prospective phase II clinical trial in China
Hui WANG ; Qiang HE ; Dan LIU ; Xiuzhi DENG ; Ji MA ; Linna XIE ; Zhongliang SUN ; Cong LIU ; Rongrong ZHAO ; Ke LU ; Xiaoxia CHU ; Na GAO ; Haichen WEI ; Yanhua SUN ; Yuping ZHONG ; Lijie XING ; Haiyan ZHANG ; Hao ZHANG ; Wenwei XU ; Zengjun LI
Chinese Journal of Hematology 2023;44(7):550-554
Objectives:This study aimed to assess the efficacy and safety of bendamustine in combination with rituximab (BR regimen) for the treatment of newly diagnosed indolent B-cell non-Hodgkin's lymphoma (B-iNHL) and elderly mantle cell lymphoma (eMCL) .Methods:From December 1, 2020 to September 10, 2022, a multi-center prospective study was conducted across ten Grade A tertiary hospitals in Shandong Province, China. The BR regimen was administered to evaluate its efficacy and safety in newly diagnosed B-iNHL and eMCL patients, and all completed at least four cycles of induction therapy.Results:The 72 enrolled patients with B-iNHL or MCL were aged 24-74 years, with a median age of 55 years. Eastern Cooperative Oncology Group (ECOG) performance status scores of 0-1 were observed in 76.4% of patients, while 23.6% had scores of 2. Disease distribution included follicular lymphoma (FL) (51.4% ), marginal zone lymphoma (MZL) (33.3% ), eMCL (11.1% ), and the unknown subtype (4.2% ). According to the Ann Arbor staging system, 16.7% and 65.3% of patients were diagnosed with stage Ⅲ and stage Ⅳ lymphomas, respectively. Following four cycles of BR induction therapy, the overall response rate was 98.6%, with a complete response (CR) rate of 83.3% and a partial response (PR) rate of 15.3%. Only one eMCL patient experienced disease progression during treatment, and only one FL patient experienced a relapse. Even when evaluated using CT alone, the CR rate was 63.9%, considering the differences between PET/CT and CT assessments. The median follow-up duration was 11 months (range: 4-22), with a PFS rate of 96.8% and an OS rate of 100.0%. The main hematologic adverse reactions included grade 3-4 leukopenia (27.8%, with febrile neutropenia observed in 8.3% of patients), grade 3-4 lymphopenia (23.6% ), grade 3-4 anemia (5.6% ), and grade 3-4 thrombocytopenia (4.2% ). The main non-hematologic adverse reactions such as fatigue, nausea/vomiting, rash, and infections occurred in less than 20.0% of patients.Conclusion:Within the scope of this clinical trial conducted in China, the BR regimen demonstrated efficacy and safety in treating newly diagnosed B-iNHL and eMCL patients.
8. Molecular mechanisms of isoflavone puerarin against cardiovascular diseases: What we know and where we go
Weida QIN ; Jianghong GUO ; Wenfeng GOU ; Shaohua WU ; Wenbin HOU ; Weida QIN ; Shaohua WU ; Wenbin HOU ; Na GUO ; Yuping ZHAO
Chinese Herbal Medicines 2022;14(2):234-243
Puerarin (Pue), known as a phytoestrogen, has salient bioactivities and is promising against cardiovascular diseases. This article summarizes the underlying molecular mechanisms of Pue in treating cardiovascular diseases, especially regulating the intracellular signal transduction, influencing ion channels, modulating the expression of microRNA, and impacting on the autophagy, which are mainly involved in the inflammatory signaling pathways, fatty acid/lipid metabolism, oxidative stress, apoptosis, and the like. The protective effect of Pue against cardiovascular diseases mainly involves attenuating the myocardial injury and decreasing the myocardial fibrosis, improving the myocardial ischemia/reperfusion injury, as well as inhibiting the myocardial hypertrophy and atherosclerosis. The molecular mechanisms of Pue's cardiovascular protective effects for the first time and comment on the state-of-the-art research methods and principles of Pue's regulation of small molecules were reviewed, so as to provide the rationale for its basic research and clinical applications.
9.Analysis of health check-up results for male adults from high altitude areas at a health check-up center in chengdu
Yuping LIU ; Jianqiang XUE ; Na HE ; Ping SHUAI
Chinese Journal of Health Management 2022;16(3):164-168
Objective:To analyze the health screening results for adult men from high altitude areas in a Chengdu health screening center at high altitudes.Methods:The medical and physical examination results of 1 333 plateau people in Sichuan province people′s hospital health physical examination data management center who participated from 2014—2019 and aged 18-80 years old were analyzed. The general data of different age groups were compared using ANOVA analysis. The two groups were compared by independent sample t-test and Mann-Whitney U test, and χ 2 test was used to compare physical examination abnormalities among different age groups. Results:This population was generally overweight and obese, compared to the control group, with systolic blood pressure [(125.29±14.97) vs (123.52±14.87) mmHg(1 mmHg=0.133 kPa), height (168.64±6.26) vs (169.31±6.26) cm, weight (79.47±13.69) vs (71.02±10.62) kg, body mass index (27.91±4.45) vs (24.75±3.24) kg/m2, haemoglobin (169.03±15.18) vs (157.50±11.52) g/L, uric acid (393.12±75.48) vs (410.42±82.14) μmol/L, triacylglycerols 1.18(0.90, 1.69) vs 1.64(1.12, 2.37) mmol/L, total cholesterol 4.58(4.02, 5.15) vs 4.82(4.33, 5.36) mmol/L, HDL cholesterol 1.28(1.14, 1.46) vs 1.26(1.08, 1.46) mmol/L, LDL cholesterol 2.91(2.41, 3.42) vs 3.03(2.49, 3.60) mmol/L] levels were statistically significant (all P<0.05). The physical examination abnormalities detected were fatty liver, hyperlipidemia, abnormal liver function, hyperuricemia, elevated blood glucose, elevated blood pressure, gallbladder disease, abnormal kidney function, prostate hyperplasia, and erythrocytosis. The differences in the detection rates of the above abnormalities were statistically significant when compared between different age groups. Conclusion:The health status of the adult population from high altitude areas screened in our center is critical; therefore, appropriate health interventions need to be made.
10. Investigation on workplace violence in a Grade 2A hospital——A survey using the investing tool for workplace violence in hospitals developed by the World Health Organization
Na CHEN ; Min ZHANG ; Rui LI ; Peng WANG ; Yuping WANG
China Occupational Medicine 2019;46(02):157-162
OBJECTIVE: To identify the current status and influencing factors associated with workplace violence in hospital medical staffs. METHODS: A typical sampling method was used to select 978 medical workers as the research subjects in a Grade 2A hospital in central China. The Workplace Violence in the Health Sector Country Case Studies Research Instruments-Survey Questionnaire was adopted for a cross-sectional survey to investigate the workplace violence in hospital in the past year, and analyze its incidence, distribution characteristics and sources of perpetrators. The survey questionnaire was developed by the World Health Organization. RESULTS: The incidence of workplace violence among medical workers was 48.5%(474/978). The incidence of physical violence in the workplace was 8.8%(86/978), of which 62(72.1%) was considered as preventable incident. The incidence of psychological violence in the workplace was 47.1%(461/978), with the incidence of verbal abuse in the workplace was 45.7%(447/978). The perpetrators were mainly family members of patients(49.4%) and patients themselves(41.4%). Multivariate logistic regression analysis results showed that the overall risk of workplace violence among medical workers in internal medicine, surgery, outpatient and emergency departments was higher than that among medical workers in non-clinical departments(P<0.01). The risk of workplace physical violence of outpatient and emergency medical workers was higher than that of non-clinical departments(P<0.01), and the risk of workplace physical violence of shift medical workers was higher than that of non-shift medical workers(P<0.01). The risk of workplace psychological violence among medical workers in internal medicine, surgery, outpatient and emergency departments was higher than that in non-clinical departments(P<0.01). CONCLUSION:Workplace violence of hospital is common in internal medicine, surgical, outpatient and emergency medical workers. It is urgent to build the hospital occupational health protection system including the violence protection.

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