1.Development and validation of a nutrition-related genetic-clinical-radiological nomogram associated with behavioral and psychological symptoms in Alzheimer’s disease
Jiwei JIANG ; Yaou LIU ; Anxin WANG ; Zhizheng ZHUO ; Hanping SHI ; Xiaoli ZHANG ; Wenyi LI ; Mengfan SUN ; Shirui JIANG ; Yanli WANG ; Xinying ZOU ; Yuan ZHANG ; Ziyan JIA ; Jun XU
Chinese Medical Journal 2024;137(18):2202-2212
Background::Few evidence is available in the early prediction models of behavioral and psychological symptoms of dementia (BPSD) in Alzheimer’s disease (AD). This study aimed to develop and validate a novel genetic-clinical-radiological nomogram for evaluating BPSD in patients with AD and explore its underlying nutritional mechanism.Methods::This retrospective study included 165 patients with AD from the Chinese Imaging, Biomarkers, and Lifestyle (CIBL) cohort between June 1, 2021, and March 31, 2022. Data on demographics, neuropsychological assessments, single-nucleotide polymorphisms of AD risk genes, and regional brain volumes were collected. A multivariate logistic regression model identified BPSD-associated factors, for subsequently constructing a diagnostic nomogram. This nomogram was internally validated through 1000-bootstrap resampling and externally validated using a time-series split based on the CIBL cohort data between June 1, 2022, and February 1, 2023. Area under receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) were used to assess the discrimination, calibration, and clinical applicability of the nomogram.Results::Factors independently associated with BPSD were: CETP rs1800775 (odds ratio [OR] = 4.137, 95% confidence interval [CI]: 1.276-13.415, P = 0.018), decreased Mini Nutritional Assessment score (OR = 0.187, 95% CI: 0.086-0.405, P <0.001), increased caregiver burden inventory score (OR = 8.993, 95% CI: 3.830-21.119, P <0.001), and decreased brain stem volume (OR = 0.006, 95% CI: 0.001-0.191, P = 0.004). These variables were incorporated into the nomogram. The area under the ROC curve was 0.925 (95% CI: 0.884-0.967, P <0.001) in the internal validation and 0.791 (95% CI: 0.686-0.895, P <0.001) in the external validation. The calibration plots showed favorable consistency between the prediction of nomogram and actual observations, and the DCA showed that the model was clinically useful in both validations. Conclusion::A novel nomogram was established and validated based on lipid metabolism-related genes, nutritional status, and brain stem volumes, which may allow patients with AD to benefit from early triage and more intensive monitoring of BPSD.Registration::Chictr.org.cn, ChiCTR2100049131.
2.Multi-level Hierarchical Structure Analysis of Influencing Factors of Coal Mine Managers' Blame Avoidance Behavior
Li WANG ; Wenyi ZENG ; Ziyan JING ; Yonghui XU ; Jiang LI
Safety and Health at Work 2024;15(4):396-403
Background:
In the Chinese coal industry, widespread blame avoidance behavior (BAB) greatly impacts coal mine accidents. Therefore, it is necessary to stop the BAB of coal mine managers and raise the management level of coal mine enterprises for the safe development of Chinese coal industry.
Methods:
Based on the semi-structured interviews and questionnaire surveys (20 middle-level managers in coal mines), this paper used the Grounded Theory and Nvivo Software qualitative research methodology to open, spindle, and selectively encode the interview data. Then, an index system of factors influencing BAB of coal mine managers was constructed. The influence degree, affected degree, centrality degree, cause degree of each influencing factor were calculated and the hierarchical model of influencing factors of BAB of coal mine managers was established by the DEMATEL-ISM method which is a decision support tool used to evaluate and analyze the interdependencies between influencing factors.
Results:
Index system of factors influencing BAB of coal mine managers included four levels and 12 influencing factors: individual, organizational, institutional environmental, and situational factors. The hierarchical model identified eight causal factors and four consequential factors, of which safety management (15.355), work attitude (14.380), and work group performance (14.281) in the top three of the centrality rankings are the key factors affecting the avoidance behavior of coal mine managers; A 3-level multilevel structure was constructed to reflect the interactions among the factors influencing the BAB of coal mine managers in terms of direct, indirect, and root causes, and corresponding improvement measures were proposed.
Conclusion
This study offers a theoretical complement and practical guidance for stopping BAB of coal mine managers.
3.Gender differences in behavioral and psychological symptoms of amnestic mild cognitive impairment and Alzheimer′s disease
Shirui JIANG ; Jiwei JIANG ; Min ZHAO ; Wenyi LI ; Jun XU
Chinese Journal of Health Management 2024;18(9):655-661
Objective:To analyze the gender difference in behavioral and psychological symptoms of dementia (BPSD) of amnestic mild cognitive impairment (aMCI) and Alzheimer′s disease (AD).Methods:It was a cross-sectional study. The clinical data of 201 patients with aMCI and 146 patients with AD were continuously collected from the Chinese Imaging, Biomarkers and Lifestyle Study of Alzheimer′s Disease (CIBL) cohort between June 1, 2021 to February 1, 2023 in Beijing Tiantan Hospital, Capital Medical University. The BPSD subtypes were compared between different gender. The gender-different BPSD subtypes were divided into depression group (126 cases) and non-depression group (221 cases), anxiety group (140 cases) and non-anxiety group (207 cases), indifference group (131 cases) and non-indifference group (216 cases). The sociodemographic data (age, sex, education level, marital status), hypertension, diabetes, stroke, heart disease, hyperlipidemia, smoking history, drinking history, carrier status of apolipoprotein E epsilon4 allele (APOE ε4), and the scores of the Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), Neuropsychiatric Inventory (NPI), Activity of Daily Living (ADL) were compared by using hypothesis testing. Multivariate logistic regression was used to analyze the gender differences of BPSD in aMCI and AD patients.Results:The incidence rates of depression and anxiety in female were both significantly higher than those in male (44.93% vs 23.57%, 44.93% vs 33.57%), and the incidence rate of apathy was significantly lower than that in male (32.37% vs 45.71%) (all P<0.05). The proportion of female and ADL scores in depression group were both significantly higher than those in non-depression group [73.81% vs 51.58%, 22.00 (20.00, 30.00) vs 20.00 (20.00, 26.00) points], and the proportion of smoking and drinking history and MoCA scores in depression group were all significantly lower than those in non-depression group [13.49% vs 25.79%, 19.84% vs 35.75%, 16.00 (10.00, 22.00) vs 19.00 (13.00, 24.00) points] (all P<0.05). The proportion of female and ADL scores in anxiety group were both significantly higher than those in non-anxiety group [66.43% vs 55.07%, 23.00 (20.00, 30.75) vs 20.00 (20.00, 25.00) points], and the MMSE and MoCA scores in anxiety group were both significantly lower than those in non-anxiety group [23.00 (16.00, 27.00) vs 24.00 (19.00, 28.00) points, 16.00 (10.00, 21.00) vs 20.00 (13.00, 13.00) points] (all P<0.05). The proportion of female and the MMSE and MoCA scores in apathy group were all significantly lower than those in non-apathy group [51.15% vs 64.81%, 19.00 (11.00, 25.00) vs 26.00 (22.00, 28.00) points, 14.00 (7.00, 19.00) vs 21.00 (15.25, 24.00) points], and the age, proportion of APOE ε4 carriers and ADL scores in apathy group were all significantly higher [67.0 (61.0, 76.0) vs 66.0 (60.0, 71.0) years, 42.74% vs 31.31%, 27.00 (22.00, 38.00) vs 20.00 (20.00, 22.00) points] (all P<0.05). Female ( OR=2.384, 95% CI: 1.274-4.459) and decrease in MoCA score ( OR=0.955, 95% CI: 0.914-0.998) were positively correlated with risk of depression. Female ( OR=1.704, 95% CI: 1.077-2.695) was positively correlated with risk of anxiety. Male ( OR=0.558, 95% CI: 0.333-0.936), decrease in MoCA scores ( OR=0.937, 95% CI: 0.894-0.983) and increase in ADL scores ( OR=1.070, 95% CI: 1.027-1.116) were positively correlated with risk of apathy (all P<0.05). Conclusions:There are significant gender differences in BPSD in aMCI and AD patients. Female is positively correlated with risk of depression and anxiety, while male is positively correlated with the occurrence of apathy. Clinical attention should be paid to hierarchical management of BPSD patients of different gender.
4.Multi-level Hierarchical Structure Analysis of Influencing Factors of Coal Mine Managers' Blame Avoidance Behavior
Li WANG ; Wenyi ZENG ; Ziyan JING ; Yonghui XU ; Jiang LI
Safety and Health at Work 2024;15(4):396-403
Background:
In the Chinese coal industry, widespread blame avoidance behavior (BAB) greatly impacts coal mine accidents. Therefore, it is necessary to stop the BAB of coal mine managers and raise the management level of coal mine enterprises for the safe development of Chinese coal industry.
Methods:
Based on the semi-structured interviews and questionnaire surveys (20 middle-level managers in coal mines), this paper used the Grounded Theory and Nvivo Software qualitative research methodology to open, spindle, and selectively encode the interview data. Then, an index system of factors influencing BAB of coal mine managers was constructed. The influence degree, affected degree, centrality degree, cause degree of each influencing factor were calculated and the hierarchical model of influencing factors of BAB of coal mine managers was established by the DEMATEL-ISM method which is a decision support tool used to evaluate and analyze the interdependencies between influencing factors.
Results:
Index system of factors influencing BAB of coal mine managers included four levels and 12 influencing factors: individual, organizational, institutional environmental, and situational factors. The hierarchical model identified eight causal factors and four consequential factors, of which safety management (15.355), work attitude (14.380), and work group performance (14.281) in the top three of the centrality rankings are the key factors affecting the avoidance behavior of coal mine managers; A 3-level multilevel structure was constructed to reflect the interactions among the factors influencing the BAB of coal mine managers in terms of direct, indirect, and root causes, and corresponding improvement measures were proposed.
Conclusion
This study offers a theoretical complement and practical guidance for stopping BAB of coal mine managers.
5.Multi-level Hierarchical Structure Analysis of Influencing Factors of Coal Mine Managers' Blame Avoidance Behavior
Li WANG ; Wenyi ZENG ; Ziyan JING ; Yonghui XU ; Jiang LI
Safety and Health at Work 2024;15(4):396-403
Background:
In the Chinese coal industry, widespread blame avoidance behavior (BAB) greatly impacts coal mine accidents. Therefore, it is necessary to stop the BAB of coal mine managers and raise the management level of coal mine enterprises for the safe development of Chinese coal industry.
Methods:
Based on the semi-structured interviews and questionnaire surveys (20 middle-level managers in coal mines), this paper used the Grounded Theory and Nvivo Software qualitative research methodology to open, spindle, and selectively encode the interview data. Then, an index system of factors influencing BAB of coal mine managers was constructed. The influence degree, affected degree, centrality degree, cause degree of each influencing factor were calculated and the hierarchical model of influencing factors of BAB of coal mine managers was established by the DEMATEL-ISM method which is a decision support tool used to evaluate and analyze the interdependencies between influencing factors.
Results:
Index system of factors influencing BAB of coal mine managers included four levels and 12 influencing factors: individual, organizational, institutional environmental, and situational factors. The hierarchical model identified eight causal factors and four consequential factors, of which safety management (15.355), work attitude (14.380), and work group performance (14.281) in the top three of the centrality rankings are the key factors affecting the avoidance behavior of coal mine managers; A 3-level multilevel structure was constructed to reflect the interactions among the factors influencing the BAB of coal mine managers in terms of direct, indirect, and root causes, and corresponding improvement measures were proposed.
Conclusion
This study offers a theoretical complement and practical guidance for stopping BAB of coal mine managers.
6.Advances in research on radiation-induced brain injury
Lijing ZENG ; Huang XIA ; Yuxin CHEN ; Peiyue LIN ; Jing YANG ; Wenyi ZENG ; Xiaobo LI ; Benhua XU ; Rong ZHENG
Chinese Journal of Radiological Medicine and Protection 2024;44(1):65-71
Radiotherapy can cause functional and morphological changes in the brain tissues of patients with primary or metastatic malignant brain tumors, leading to radiation-induced brain injury. However, the pathogenesis of radiation-induced brain injury has not yet been unanimously determined, and its research advances and treatment protocols are yet to be elucidated and improved. In this study, we explore the pathogenesis of radiation-induced brain injury from the perspective of vascular injury, inflammatory reactions, neuronal dysfunction, glial cell injury, and gut microbiota and reviewed the advances in research on its treatment and prevention. The purpose is to provide a reference and theoretical basis for the research and clinical diagnosis and treatment of radiation-induced brain injury.
7.Survival analysis of patients with diffuse large B-cell lymphoma after chemotherapy using Fuzheng Jiedu Formula and its mechanism of action on lymphocyte subsets
Xi LI ; Wenyi ZHOU ; Shiya ZHUANSUN ; Xinbei YUAN ; Yijie YANG ; Hua FU ; Wei SHEN ; Min XU ; Xinjin GAN ; Jiahui LU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(11):1603-1611
Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+
8.Survival analysis of patients with diffuse large B-cell lymphoma after chemotherapy using Fuzheng Jiedu Formula and its mechanism of action on lymphocyte subsets
Xi LI ; Wenyi ZHOU ; Shiya ZHUANSUN ; Xinbei YUAN ; Yijie YANG ; Hua FU ; Wei SHEN ; Min XU ; Xinjin GAN ; Jiahui LU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(11):1603-1611
Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+
9.Survival analysis of patients with diffuse large B-cell lymphoma after chemotherapy using Fuzheng Jiedu Formula and its mechanism of action on lymphocyte subsets
Xi LI ; Wenyi ZHOU ; Shiya ZHUANSUN ; Xinbei YUAN ; Yijie YANG ; Hua FU ; Wei SHEN ; Min XU ; Xinjin GAN ; Jiahui LU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(11):1603-1611
Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+
10.Survival analysis of patients with diffuse large B-cell lymphoma after chemotherapy using Fuzheng Jiedu Formula and its mechanism of action on lymphocyte subsets
Xi LI ; Wenyi ZHOU ; Shiya ZHUANSUN ; Xinbei YUAN ; Yijie YANG ; Hua FU ; Wei SHEN ; Min XU ; Xinjin GAN ; Jiahui LU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(11):1603-1611
Objective To evaluate the survival of patients with diffuse large B-cell lymphoma(DLBCL)after chemotherapy using Fuzheng Jiedu Formula and to explore the intrinsic correlation between the lymphocyte subset level and the survival of patients with DLBCL.Methods A total of 234 patients with DLBCL who had completed chemotherapy and achieved complete or partial response in the Department of Hematology,Longhua Hospital Shanghai University of Traditional Chinese Medicine and Shanghai East Hospital,Tongji University from January 1,2013,to December 31,2023,were recruited.A cohort study design was adopted,with"whether to receive continuous Fuzheng Jiedu Formula treatment for≥6 months after chemotherapy"as the exposed factor.Patients meeting this exposed factor were divided into the traditional Chinese medicine(TCM)cohort,whereas those who did not meet this exposed factor were divided into the observation cohort.The 1-and 2-year progression-free survival(PFS)rate,overall survival(OS)rate,and duration of response(DOR)of the two cohorts were compared.The survival curves of PFS and OS of the two cohorts were drawn,and subgroup survival analysis was performed to determine factors affecting disease progression.The effect of Fuzheng Jiedu Formula on lymphocyte subset count level was observed.Results The study included 126 and 108 patients in the TCM and observation cohorts,respectively.Compared with the observation cohort,the 2-year PFS rate,2-year OS rate,and DOR were increased in the TCM cohort(P<0.05).The PFS in the TCM cohort was higher than that in the observation cohort[HR=0.542,95%CI(0.345-0.853),P<0.01].The result of subgroup analysis showed that PFS in the TCM cohort was higher than that in the observation cohort in the age≥60 years,AA stage Ⅲ-Ⅳ,CD4+

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