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
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Schizophrenia/pathology*
;
Diffusion Tensor Imaging/methods*
;
Male
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Female
;
Adult
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Brain/metabolism*
;
Young Adult
;
Middle Aged
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White Matter/pathology*
;
Gene Expression
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Nerve Net/diagnostic imaging*
;
Graph Neural Networks
2.Interpretation of the group standard of " Humanistic Caring Management Standards for Patients in the Operating Room"
Ruiying YU ; Xinyue MIAO ; Qingmin ZHANG ; Yilan LIU ; Shujie GUO ; Huiling LI ; Guo CHEN ; Chunlan ZHOU ; Ting LIU ; Shuhua DENG ; Hongzhen XIE ; Yu CHENG ; Yinglan LI ; Yanlan MA ; Xia XIN ; Yanjin LIU ; Yongyi CHEN ; Gendi LU ; Xiaoqin GAN ; Feng XU ; Zuwei XIA ; Li HE ; Qinqin CHEN ; Fukang ZHANG ; Songmei WU ; Yi LI ; Wenjuan ZHOU
Chinese Journal of Hospital Administration 2025;41(7):512-517
Humanistic caring for patients in the operating room refers to providing the whole process of caring medical services for patients in the operating room. In order to standardize humanistic caring services for patients in the operating room of medical institutions, improve the comprehensive service level of the operating room, and enhance the surgical experience of patients, the Chinese Association for Life Care released the group standard " Humanistic Caring Management Standards for Patients in the Operating Room" in December 2023. This article interpreted the basic requirements for humanistic caring of patients in the operating room, the environment and facilities for humanistic caring, the procedures and measures for humanistic caring, and the quality management framework, aiming to assist administrators and clinical practitioners across various levels of medical institutions in accurately understanding and effectively implementing the standard, and to provide essential textual reference and practical guidance for promoting the application of the standard.
3.Expert consensus on humanistic care for patients in hospice care
Lingling GU ; Yongyi CHEN ; Yan JIANG ; Yu CHENG ; Peng YUE ; Liqing YUE ; Wenjuan YING ; Ling YUAN ; Ying WANG ; Mingqin LUO ; Yonghong HU ; Lin WANG ; Yuanpeng REN ; Weiling LI ; Haixia LU ; Huiling LI
Chinese Journal of Nursing 2025;60(18):2181-2184
Objective The purpose of writing the"expert consensus on humanistic care for patients in hospice care"(hereinafter referred to as the"consensus")aims to standardize the practice of humanistic care in the field of hospice care,ensuring that humanistic care is integrated throughout the entire service process for hospice care patients and their families.Methods A systematic search was conducted in domestic and foreign databases for literature related to hospice care and humanistic care,including guidelines,expert consensuses,systematic reviews or Meta-analyses,and evidence summaries.High-quality evidence was evaluated,extracted,and summarized to form the initial draft of the"consensus".From June to October 2024,20 experts from the fields of hospice care,nursing humanities,and evidence-based nursing were invited to participate in 1 round of expert consultation.Among them,13 experts were selected for 2 rounds of expert demonstration meetings.After collating and analyzing the experts' opinions,the initial draft was revised and refined,ultimately resulting in the final version of the"consensus".Results The effective response rate of the consultation questionnaire was 100%,with expert authority coefficient of 0.880,judgment coefficient of 0.935,and familiarity level of 0.825.The Kendall harmony coefficient of the expert consultation was 0.134(P<0.05).The"consensus"consisted of 13 aspects,including the targets and objectives,principles,institutional guarantees,environmental requirements,etc.Conclusion This"consensus"possesses strong scientific rigor and practicality,which can provide guidance and references for the practice of humanistic care in the field of hospice care,promoting the standardization and humanization of hospice care services.
4.The impact of LncRNA NEAT1 on lens epithelial cell injury under high-glu-cose conditions by modulating the miR-204-5p/TET1 axis
Yi LU ; Fan CHEN ; Huiling YE ; Longqi QIAN
Recent Advances in Ophthalmology 2025;45(9):703-710
Objective To investigate the effects of LncRNA NEAT1-regulated miR-204-5p/ten-eleven translocation protein 1(TET1)on lens epithelial cell(LEC)injury under high-glucose conditions.Methods Target validation was per-formed through RNA pull-down,RNA immunoprecipitation,and dual-luciferase reporter assays.HLEB3 cells were random-ly divided into normal control,high-glucose,si-NEAT1,si-NC+NC-miR-204-5p,and si-NEAT1+miR-204-5p inhibitor groups.Except for the normal control group,all other groups were induced with high glucose.After lentiviral plasmid transfection,RT-qPCR and Western blot were used to detect the expression of LncRNA NEAT1,miR-204-5p,and TET1 in each group of HLEB3 cells.Cell viability and apoptosis were detected by CCK-8 and flow cytometry assays,respectively.Western blot was used to detect the expression of apoptosis-and epithelial-mesenchymal transition(EMT)-related pro-teins.The activity of cellular antioxidant enzymes,reactive oxygen species(ROS),and levels of inflammation-related fac-tors were measured.SD rats were randomly divided into control,diabetic cataract(DC),NEAT1 knockdown,negative control,and NEAT 1 knockdown+miR-204-5p inhibitor groups.DC rat models were induced by intraperitoneal injection of streptozotocin.After lentiviral plasmid intervention,the expression of LncRNA NEAT1,miR-204-5p,and TET1 in rat lens tissues was detected.Lens opacity was scored,and the morphology of rat lens tissues was examined by HE staining.Results LncRNA NEAT1 can target the regulation of miR-204-5p/TET1.Compared with the normal control group,the relative expression of LncRNA NEAT1,TET1 protein,TET1 mRNA,and the proteins Caspase-3,Cleaved Caspase-3,Bax,N-cadherin,MMP9,and MMP2,as well as the levels of ROS,IL-1β,and IL-6,were increased in the high glucose group,while the relative expression of miR-204-5p,cell viability,and the relative expression of Bcl-2 and E-cadherin proteins,and the activities of SOD,CAT,and GSH-Px were decreased(all P<0.05).Compared with the high glucose group,the above mentioned indicators in HLEB3 cells of the si-NEAT1 group were reversed(all P<0.05).Compared with the si-NEAT1 group,the relative expression of TET1 protein,TET1 mRNA,and the proteins Caspase-3,Cleaved Caspase-3,Bax,N-cad-herin,MMP9,and MMP2,as well as the levels of ROS,IL-1β,and IL-6,were increased in the si-NEAT1+miR-204-5p in-hibitor group of HLEB3 cells,while the relative expression of miR-204-5p,cell viability,and the relative expression of Bcl-2 and E-cadherin proteins,and the activities of SOD,CAT,and GSH-Px were decreased(all P<0.05).Compared with the control group,the relative expression of LncRNA NEAT1 and TET1 protein and mRNA,and the lens opacity score were in-creased in the DC group of rats,while the relative expression of miR-204-5p was decreased(all P<0.05).Compared with the DC group,the above mentioned indicators were reversed in the NEAT1 knockdown group(all P<0.05).Compared with the NEAT1 knockdown group,the relative expression of TET1 protein and mRNA and the lens opacity score were in-creased in the NEAT1 knockdown+miR-204-5p inhibitor group of rats,while the relative expression of miR-204-5p was de-creased(all P<0.05).Conclusion Knockdown of LncRNA NEAT1 can alleviate LEC injury under high-glucose condi-tions and mitigate lens opacity and tissue injury in DC rats by up-regulating miR-204-5p to reduce TET1 expression.
5.Progress of serious games in motor function rehabilitation of patients with skeletal muscle injuries
Huijuan QIAN ; Qunfeng LU ; Huiling YUE ; Hanlin YANG ; Changrong YUAN
Chinese Journal of Modern Nursing 2025;31(19):2535-2539
By measuring how patients with skeletal muscle injuries move and assisting healthcare professionals in instructing patients to perform specific movements in a gamified manner, serious games can effectively increase exercise adherence and positively improve clinical outcomes for patients, ultimately resulting in reduced health education costs and accessible rehabilitation programs. This paper describes the conceptual framework for the creation of serious games and their content characteristics, reviews the training methods and effects of serious games in the motor function rehabilitation among patients with skeletal muscle injuries, and puts forward the future prospects for the application of serious games in motor function rehabilitation.
6.Expert consensus on humanistic care for patients in hospice care
Lingling GU ; Yongyi CHEN ; Yan JIANG ; Yu CHENG ; Peng YUE ; Liqing YUE ; Wenjuan YING ; Ling YUAN ; Ying WANG ; Mingqin LUO ; Yonghong HU ; Lin WANG ; Yuanpeng REN ; Weiling LI ; Haixia LU ; Huiling LI
Chinese Journal of Nursing 2025;60(18):2181-2184
Objective The purpose of writing the"expert consensus on humanistic care for patients in hospice care"(hereinafter referred to as the"consensus")aims to standardize the practice of humanistic care in the field of hospice care,ensuring that humanistic care is integrated throughout the entire service process for hospice care patients and their families.Methods A systematic search was conducted in domestic and foreign databases for literature related to hospice care and humanistic care,including guidelines,expert consensuses,systematic reviews or Meta-analyses,and evidence summaries.High-quality evidence was evaluated,extracted,and summarized to form the initial draft of the"consensus".From June to October 2024,20 experts from the fields of hospice care,nursing humanities,and evidence-based nursing were invited to participate in 1 round of expert consultation.Among them,13 experts were selected for 2 rounds of expert demonstration meetings.After collating and analyzing the experts' opinions,the initial draft was revised and refined,ultimately resulting in the final version of the"consensus".Results The effective response rate of the consultation questionnaire was 100%,with expert authority coefficient of 0.880,judgment coefficient of 0.935,and familiarity level of 0.825.The Kendall harmony coefficient of the expert consultation was 0.134(P<0.05).The"consensus"consisted of 13 aspects,including the targets and objectives,principles,institutional guarantees,environmental requirements,etc.Conclusion This"consensus"possesses strong scientific rigor and practicality,which can provide guidance and references for the practice of humanistic care in the field of hospice care,promoting the standardization and humanization of hospice care services.
7.The impact of LncRNA NEAT1 on lens epithelial cell injury under high-glu-cose conditions by modulating the miR-204-5p/TET1 axis
Yi LU ; Fan CHEN ; Huiling YE ; Longqi QIAN
Recent Advances in Ophthalmology 2025;45(9):703-710
Objective To investigate the effects of LncRNA NEAT1-regulated miR-204-5p/ten-eleven translocation protein 1(TET1)on lens epithelial cell(LEC)injury under high-glucose conditions.Methods Target validation was per-formed through RNA pull-down,RNA immunoprecipitation,and dual-luciferase reporter assays.HLEB3 cells were random-ly divided into normal control,high-glucose,si-NEAT1,si-NC+NC-miR-204-5p,and si-NEAT1+miR-204-5p inhibitor groups.Except for the normal control group,all other groups were induced with high glucose.After lentiviral plasmid transfection,RT-qPCR and Western blot were used to detect the expression of LncRNA NEAT1,miR-204-5p,and TET1 in each group of HLEB3 cells.Cell viability and apoptosis were detected by CCK-8 and flow cytometry assays,respectively.Western blot was used to detect the expression of apoptosis-and epithelial-mesenchymal transition(EMT)-related pro-teins.The activity of cellular antioxidant enzymes,reactive oxygen species(ROS),and levels of inflammation-related fac-tors were measured.SD rats were randomly divided into control,diabetic cataract(DC),NEAT1 knockdown,negative control,and NEAT 1 knockdown+miR-204-5p inhibitor groups.DC rat models were induced by intraperitoneal injection of streptozotocin.After lentiviral plasmid intervention,the expression of LncRNA NEAT1,miR-204-5p,and TET1 in rat lens tissues was detected.Lens opacity was scored,and the morphology of rat lens tissues was examined by HE staining.Results LncRNA NEAT1 can target the regulation of miR-204-5p/TET1.Compared with the normal control group,the relative expression of LncRNA NEAT1,TET1 protein,TET1 mRNA,and the proteins Caspase-3,Cleaved Caspase-3,Bax,N-cadherin,MMP9,and MMP2,as well as the levels of ROS,IL-1β,and IL-6,were increased in the high glucose group,while the relative expression of miR-204-5p,cell viability,and the relative expression of Bcl-2 and E-cadherin proteins,and the activities of SOD,CAT,and GSH-Px were decreased(all P<0.05).Compared with the high glucose group,the above mentioned indicators in HLEB3 cells of the si-NEAT1 group were reversed(all P<0.05).Compared with the si-NEAT1 group,the relative expression of TET1 protein,TET1 mRNA,and the proteins Caspase-3,Cleaved Caspase-3,Bax,N-cad-herin,MMP9,and MMP2,as well as the levels of ROS,IL-1β,and IL-6,were increased in the si-NEAT1+miR-204-5p in-hibitor group of HLEB3 cells,while the relative expression of miR-204-5p,cell viability,and the relative expression of Bcl-2 and E-cadherin proteins,and the activities of SOD,CAT,and GSH-Px were decreased(all P<0.05).Compared with the control group,the relative expression of LncRNA NEAT1 and TET1 protein and mRNA,and the lens opacity score were in-creased in the DC group of rats,while the relative expression of miR-204-5p was decreased(all P<0.05).Compared with the DC group,the above mentioned indicators were reversed in the NEAT1 knockdown group(all P<0.05).Compared with the NEAT1 knockdown group,the relative expression of TET1 protein and mRNA and the lens opacity score were in-creased in the NEAT1 knockdown+miR-204-5p inhibitor group of rats,while the relative expression of miR-204-5p was de-creased(all P<0.05).Conclusion Knockdown of LncRNA NEAT1 can alleviate LEC injury under high-glucose condi-tions and mitigate lens opacity and tissue injury in DC rats by up-regulating miR-204-5p to reduce TET1 expression.
8.Progress of serious games in motor function rehabilitation of patients with skeletal muscle injuries
Huijuan QIAN ; Qunfeng LU ; Huiling YUE ; Hanlin YANG ; Changrong YUAN
Chinese Journal of Modern Nursing 2025;31(19):2535-2539
By measuring how patients with skeletal muscle injuries move and assisting healthcare professionals in instructing patients to perform specific movements in a gamified manner, serious games can effectively increase exercise adherence and positively improve clinical outcomes for patients, ultimately resulting in reduced health education costs and accessible rehabilitation programs. This paper describes the conceptual framework for the creation of serious games and their content characteristics, reviews the training methods and effects of serious games in the motor function rehabilitation among patients with skeletal muscle injuries, and puts forward the future prospects for the application of serious games in motor function rehabilitation.
9.Interpretation of the group standard of " Humanistic Caring Management Standards for Patients in the Operating Room"
Ruiying YU ; Xinyue MIAO ; Qingmin ZHANG ; Yilan LIU ; Shujie GUO ; Huiling LI ; Guo CHEN ; Chunlan ZHOU ; Ting LIU ; Shuhua DENG ; Hongzhen XIE ; Yu CHENG ; Yinglan LI ; Yanlan MA ; Xia XIN ; Yanjin LIU ; Yongyi CHEN ; Gendi LU ; Xiaoqin GAN ; Feng XU ; Zuwei XIA ; Li HE ; Qinqin CHEN ; Fukang ZHANG ; Songmei WU ; Yi LI ; Wenjuan ZHOU
Chinese Journal of Hospital Administration 2025;41(7):512-517
Humanistic caring for patients in the operating room refers to providing the whole process of caring medical services for patients in the operating room. In order to standardize humanistic caring services for patients in the operating room of medical institutions, improve the comprehensive service level of the operating room, and enhance the surgical experience of patients, the Chinese Association for Life Care released the group standard " Humanistic Caring Management Standards for Patients in the Operating Room" in December 2023. This article interpreted the basic requirements for humanistic caring of patients in the operating room, the environment and facilities for humanistic caring, the procedures and measures for humanistic caring, and the quality management framework, aiming to assist administrators and clinical practitioners across various levels of medical institutions in accurately understanding and effectively implementing the standard, and to provide essential textual reference and practical guidance for promoting the application of the standard.
10.Research progress on the application of 3 common types of content analysis in the qualitative studies of nursing
Huazhen LU ; Yuanyuan JIN ; Huiling LI
Chinese Journal of Nursing 2024;59(11):1405-1409
Qualitative content analysis is one of the commonly used data analysis methods in qualitative research,and it is increasingly widely used in the nursing field.This article briefly introduces the origin and development process of qualitative content analysis and the definition and background of 3 common types of content analysis.It also describes the analysis steps of the 3 common content analysis in detail by combining the latest research at home and abroad.In addition,it discusses the joint use of multiple content analysis methods.The goal of this article is to improve the understanding of qualitative content analysis among nursing staff and effectively promote the scientific,and standardized application of this method in the nursing field.

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