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*
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Diffusion Tensor Imaging/methods*
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Male
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Female
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Adult
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Brain/metabolism*
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Young Adult
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Middle Aged
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White Matter/pathology*
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Gene Expression
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Nerve Net/diagnostic imaging*
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Graph Neural Networks
2.Motivation and experience of volunteers in palliative care: a qualitative study
Xuancheng CHEN ; Yangyi CHEN ; Huiling LI ; Yuhuan XIE
Chinese Journal of Modern Nursing 2025;31(28):3786-3790
Objective:To explore the motivation and experience of volunteers in palliative care, so as to provide a reference for volunteer training and support.Methods:From October to November 2024, volunteers providing palliative care from one volunteer organization in Hangzhou and two volunteer organizations in Suzhou were selected using purposive sampling as research subjects for semi-structured interviews. Data analysis was performed using the Colaizzi 7-step analysis method.Results:A total of three core themes and 19 sub-themes were identified, including various motivations for palliative care volunteer services, multidimensional pressures and challenges in palliative care volunteer services, and diverse coping styles and positive attitudes of palliative care volunteers.Conclusions:Relevant institutions and organizations should conduct targeted and personalized training and support based on the motivation and experience of palliative care volunteers, provide volunteers with professional knowledge and skills training to improve the quality and level of palliative care volunteer services.
3.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.
4.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.
5.Motivation and experience of volunteers in palliative care: a qualitative study
Xuancheng CHEN ; Yangyi CHEN ; Huiling LI ; Yuhuan XIE
Chinese Journal of Modern Nursing 2025;31(28):3786-3790
Objective:To explore the motivation and experience of volunteers in palliative care, so as to provide a reference for volunteer training and support.Methods:From October to November 2024, volunteers providing palliative care from one volunteer organization in Hangzhou and two volunteer organizations in Suzhou were selected using purposive sampling as research subjects for semi-structured interviews. Data analysis was performed using the Colaizzi 7-step analysis method.Results:A total of three core themes and 19 sub-themes were identified, including various motivations for palliative care volunteer services, multidimensional pressures and challenges in palliative care volunteer services, and diverse coping styles and positive attitudes of palliative care volunteers.Conclusions:Relevant institutions and organizations should conduct targeted and personalized training and support based on the motivation and experience of palliative care volunteers, provide volunteers with professional knowledge and skills training to improve the quality and level of palliative care volunteer services.
6.Analysis of Family Economic Burden and Influencing Factors in Children with Congenital Heart Disease
Jiang-Abieke LIZHA ; Azhati AZHAMATI ; Rong MA ; Anqi HE ; Huiling XIE
Chinese Health Economics 2024;43(2):62-66
Objective:To analyze the current situation and influencing factors of family economic burden in children with congeni-tal heart disease,and provide reference basis for relevant departments.Methods:Conduct a questionnaire survey on the parents of children with congenital heart disease,and use a multiple linear regression model to analyze the factors affecting the economic bur-den of the disease.Results:The median total economic burden of families with congenital heart disease is 44 140 yuan,which is higher than the average level of per capita disposable income among residents of Xinjiang from 2020-2022.The median direct non-medical economic burden is 2 700 yuan,and the median indirect economic burden is 2 890 yuan.The length of hospital stay and monthly household income are important factors affecting the total economic burden.Conclusion:The total economic burden of families with congenital heart disease is higher than the per capita disposable income.The more complex the condition,the longer the days of hospitalization and the longer the time lost from work,resulting in a higher overall financial burden.
7.Infection status and molecular types of rhinovirus among cases of acute respiratory tract infections in Luohe City, Henan Province, from 2017 to 2022
Yage WANG ; Baicheng XIA ; Zhibo XIE ; Jin XU ; Yao ZHANG ; Zhibo ZHANG ; Xin SUN ; Haoran WANG ; Huiling WANG ; Zhen KONG ; Jinhua SONG ; Yiding ZHANG ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(4):466-473
Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.
8.An empirical study on the effect of influenza vaccination on the prevention of school absence among primary and secondary school students
LI Wu, LIU Lanlan, TAN Huiling, JIANG Yawen, CHEN Wanyi, ZHUANG Chunyan, XIE Yuanna, XIE Xu, LI Gang
Chinese Journal of School Health 2024;45(12):1775-1779
Objective:
To evaluate the preventive effect of implementing the free influenza vaccination policy on school absence among primary and secondary school students, so as to provide a reference for formulating and adjusting vaccination strategies.
Methods:
Among primary and secondary school students aged 6 to 18 in Longgang District, Shenzhen, they were divided into a vaccinated group (265 996 students) and an unvaccinated group (122 513 students) according to their influenza vaccination history during November 2023. Propensity score matching was used to conduct a 1∶1 match between the two groups to balance covariates. The number of absences per month was set as the dependent variable to construct a difference in differences model, and Poisson regression was employed to analyze the overall and multi time point effects.
Results:
Vaccination against influenza was associated with low rate of absenteeism among primary and secondary school students, with an overall preventive effect of 26.52% (95% CI = 23.47% -29.45%). The preventive effects in November (the month of vaccination) and December 2023, January and March 2024 were 42.12%, 40.12%, 30.33% and 20.91%, respectively. The preventive effect of the influenza vaccine on absenteeism among primary school students (26.39%) was not significantly different from that among secondary school students ( 27.97% ) ( P >0.05). The regression coefficient for class vaccination rates ranged from 0.998 to 0.999 ( P <0.01), indicating that for every 10% increase in influenza vaccination rates, absenteeism could be reduced by 1.5% to 2.2%.
Conclusion
Implementing free influenza vaccination for primary and secondary school students might help to reduce the risk of absenteeism, yielding significant socioeconomic benefits.
9.Infection status and molecular types of rhinovirus among cases of acute respiratory tract infections in Luohe City, Henan Province, from 2017 to 2022
Yage WANG ; Baicheng XIA ; Zhibo XIE ; Jin XU ; Yao ZHANG ; Zhibo ZHANG ; Xin SUN ; Haoran WANG ; Huiling WANG ; Zhen KONG ; Jinhua SONG ; Yiding ZHANG ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(4):466-473
Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.
10.Interpretation for group standard of Management Norms for Human Caring of Outpatients
Shujie GUO ; Baoyun SONG ; Hongmei ZHANG ; Yilan LIU ; Yanming DING ; Zuyu TANG ; Hong LI ; Huiling LI ; Hongzhen XIE ; Yinglan LI ; Baohua LI ; Ruiying YU ; Chuang LI ; Haixin ZHANG ; Yanjin LIU ; Pingfan ZHAO ; Huiling CHEN ; Chunyan GUAN ; Bing SONG ; Guohua LIU
Chinese Journal of Hospital Administration 2024;40(6):419-425
Outpatient humanistic care refered to providing a full process of caring medical services to outpatients. In order to standardize the human caring services for outpatients in medical institutions, promote the comprehensive service level of outpatient services, and improve the patient′s medical experience, Chinese Association for Life Care issued the group standard of Management Norms for Human caring of Outpatients in April 2023. This standard clarified the relevant terms and definitions of human caring for outpatients, specified the basic requirements for human caring, the humanistic quality and care responsibilities of outpatient staff, the outpatient care environment and facilities, the outpatient care process and measures, and quality management. It designed standardized and personalized full process care service norms, providing references for medical institutions at all levels to promote the development of human caring for outpatients.


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