1.Analysis of factors affecting self-management of first-treatment pulmonary tuberculosis patients based on random forest modeling
Huijuan WANG ; Rong YONG ; Xiaohui LIU ; Jialin YUAN ; Lijun WANG ; Miaomiao CHEN ; Haihua GAO ; Xiaoping YANG
Chinese Journal of Practical Nursing 2025;41(5):340-347
Objective:To explore the influencing factors of self-management of first-treatment pulmonary tuberculosis patients based on the random forest model, and to provide a theoretical basis for clinical staff to improve the self-management of pulmonary tuberculosis patients by providing efficient, high-quality, and individualized interventions.Methods:A cross-sectional study was used to select pulmonary tuberculosis patients who were hospitalized in the Department of Respiratory Medicine of the Fourth People′s Hospital of the Ningxia Hui Autonomous Region and who met the inclusion and exclusion criteria from December 2023 to February 2024 by using the convenience sampling method as the study subjects. General information questionnaire, Chronic Disease Patients′ Self-health Management Ability Assessment Scale, Perceived Social Support Scale, Hospital Anxiety and Depression Scale, and a tuberculosis prevention and treatment knowledge questionnaire were used to conduct the survey, and Spearman′s correlation was used to analyze the correlation between variables, and multivariate linear regression and a random forest model were used to analyze the influencing factors of self-management.Results:A total of 204 first-treatment pulmonary tuberculosis patients, 111 males and 93 females, 64 patients aged 18-44 years, 59 patients aged 45-59 years, and 81 patients ≥60 years were finally investigated. The total self-management score of tuberculosis patients was 162.00 (148.00, 176.75), and the total self-management score was positively correlated with the total perceived social support score, family support, friend support, and other support, respectively ( r values were 0.307-0.400, all P<0.01), negatively correlated with the anxiety and depression scores, respectively ( r=-0.195, -0.313, both P<0.01), and positively correlated with the total score of knowledge of tuberculosis control ( r=0.257, P<0.01); the results of multiple linear stepwise regression analysis showed that literacy, family support, other support, anxiety, and knowledge of tuberculosis control were the influencing factors of self-management ability ( t values were -2.89-2.98, all P<0.05), which explained a total of 23.1% of the total variance; and the random forest model ranked the importance of the influencing factors in the order of high to low were other support, family support, knowledge of tuberculosis control, literacy, and anxiety. Conclusions:The self-management of first-treatment pulmonary tuberculosis patients is at an intermediate level, In order to improve the self-management ability of first-treatment pulmonary tuberculosis patients, clinical personnel should establish a "patient-centered" self-management education concept, pay attention to the construction of their social support system, provide adequate, continuous, individualized knowledge education and information support, promote their psychological health, and reduce their negative emotions.
2.Effects of anxiety and depression among primary caregivers of stroke patients in social support and burnout
Lijun WANG ; Ru GAN ; Xiaohui LIU ; Huijuan WANG ; Haihua GAO ; Xiaoping YANG ; Jialin YUAN ; Miaomiao CHEN
Journal of Clinical Medicine in Practice 2025;29(8):114-118
Objective To investigate the mediating role of anxiety and depression in social sup-port and burnout among primary caregivers of stroke patients.Methods A convenience sampling method was employed to select 506 primary caregivers of stroke patients as research subjects.The Gen-eral Information Questionnaire,Caregiver Burnout Inventory for Stroke Patients,Multidimensional Scale of Perceived Social Support,and Hospital Anxiety and Depression Scale were used for data col-lection.Results The total scores for caregiver burnout,social support,anxiety,and depression a-mong primarycaregivers of stroke patients were(72.83±14.32),(47.79±7.74),(10.49±3.00),and(10.45±3.06),respectively.Correlation analysis revealed a negative correlation between caregiver burnout and social support(r=-0.245,P<0.001),and positive correlations with anxiety and depression(r=0.178,0.216,P<0.001).Anxiety and depression partially media-ted the relationship between social support and caregiver burnout,accounting for 7.9%and 10.7%of the total effect,respectively.Conclusion Social support,anxiety,depression,and burnout are closely interrelated.Social support can directly or indirectly influence the occurrence of burnoutthrough anxiety and depression.Medical staff should pay attention to the anxiety and depression status of primary caregivers of stroke patients and enhance social support levels to reduce the incidence of burnout by alleviating anxiety and depression.
3.Analysis of factors affecting self-management of first-treatment pulmonary tuberculosis patients based on random forest modeling
Huijuan WANG ; Rong YONG ; Xiaohui LIU ; Jialin YUAN ; Lijun WANG ; Miaomiao CHEN ; Haihua GAO ; Xiaoping YANG
Chinese Journal of Practical Nursing 2025;41(5):340-347
Objective:To explore the influencing factors of self-management of first-treatment pulmonary tuberculosis patients based on the random forest model, and to provide a theoretical basis for clinical staff to improve the self-management of pulmonary tuberculosis patients by providing efficient, high-quality, and individualized interventions.Methods:A cross-sectional study was used to select pulmonary tuberculosis patients who were hospitalized in the Department of Respiratory Medicine of the Fourth People′s Hospital of the Ningxia Hui Autonomous Region and who met the inclusion and exclusion criteria from December 2023 to February 2024 by using the convenience sampling method as the study subjects. General information questionnaire, Chronic Disease Patients′ Self-health Management Ability Assessment Scale, Perceived Social Support Scale, Hospital Anxiety and Depression Scale, and a tuberculosis prevention and treatment knowledge questionnaire were used to conduct the survey, and Spearman′s correlation was used to analyze the correlation between variables, and multivariate linear regression and a random forest model were used to analyze the influencing factors of self-management.Results:A total of 204 first-treatment pulmonary tuberculosis patients, 111 males and 93 females, 64 patients aged 18-44 years, 59 patients aged 45-59 years, and 81 patients ≥60 years were finally investigated. The total self-management score of tuberculosis patients was 162.00 (148.00, 176.75), and the total self-management score was positively correlated with the total perceived social support score, family support, friend support, and other support, respectively ( r values were 0.307-0.400, all P<0.01), negatively correlated with the anxiety and depression scores, respectively ( r=-0.195, -0.313, both P<0.01), and positively correlated with the total score of knowledge of tuberculosis control ( r=0.257, P<0.01); the results of multiple linear stepwise regression analysis showed that literacy, family support, other support, anxiety, and knowledge of tuberculosis control were the influencing factors of self-management ability ( t values were -2.89-2.98, all P<0.05), which explained a total of 23.1% of the total variance; and the random forest model ranked the importance of the influencing factors in the order of high to low were other support, family support, knowledge of tuberculosis control, literacy, and anxiety. Conclusions:The self-management of first-treatment pulmonary tuberculosis patients is at an intermediate level, In order to improve the self-management ability of first-treatment pulmonary tuberculosis patients, clinical personnel should establish a "patient-centered" self-management education concept, pay attention to the construction of their social support system, provide adequate, continuous, individualized knowledge education and information support, promote their psychological health, and reduce their negative emotions.
4.Clinical and genetic characteristics of 17α-hydroxylase/17,20-lyase deficiency in childhood
Haihua YANG ; Haiyan WEI ; Shiqi WANG ; Ai HUANG ; Yangshiyu LI ; Yuan LI ; Qiang ZHANG
Chinese Journal of Clinical Medicine 2024;31(2):233-240
Objective To explore the clinical and genetic characteristics of 17α-hydroxylase/17,20-lyase deficiency(17OHD)in childhood.Methods The clinical features,laboratory and imaging examination results,gene mutation characteristics of 4 children diagnosed with 17OHD in Children's Hospital Affiliated to Zhengzhou University from January 2016 to December 2022 were retrospectively analyzed,and the literature was reviewed and summarized.Results At the time of diagnosis,the age of 4 children ranged from 11 months and 21 days to 10 years and 6 months.All patients had karyotypes of 46,XY.Social gender:1 male and 3 females.The chief complaints were 1 case of short penis,1 case of inguinal mass,and 2 cases of grade 2 hypertension,and 3 cases of testes were found in scrotum,groin and inguinal annulus,respectively.The levels of cortisol,testosterone,and androstenedione decreased at 8 o'clock in 4 children,while the levels of adrenocorticotropic hormone,progesterone,luteinizing hormone,and follicle stimulating hormone increased.17 hydroxyprogesterone was normal.Mild decrease in blood potassium levels(3.44-3.48 mmol/L)was found in 3 cases.One case of CYP17A1 homozygous mutation and three cases of compound heterozygous mutation were found,among which c.563 A>G and c.436+1G>T were new mutation sites that had not been reported in the past,and 3 cases had c.985_987delinsAA mutation.All 4 cases received oral hydrocortisone treatment.Conclusions Abnormal external genitalia,inguinal/labial mass and hypertension are the main features of 46,XY type 17OHD in childhood.Early hydrocortisone replacement therapy can effectively prevent the complications of 17OHD.The CYP17A1 c.985_987delinsAA mutation may be a hot topic mutation in children with 17OHD in China.
5.The mediating role of family support between type D personality and intolerance of uncertainty in first-stroke patients
Xiaoping YANG ; Huijuan WANG ; Xiaohui LIU ; Haihua GAO ; Jialin YUAN ; Miaomiao CHEN ; Lijun WANG
Chinese Journal of Practical Nursing 2024;40(7):548-555
Objective:To analyze the status quo of type D personality, intolerance of uncertainty and family support in first-episode stroke patients, and to explore the mediating role of family support between type D personality and intolerance of uncertainty in first-episode stroke patients, in order to provide reference for formulating relevant clinical intervention measures to promote the physical and mental health of first-episode stroke patients.Methods:This study was a cross-sectional investigation. A total of 300 patients with acute first-episode stroke who met the inclusion and exclusion criteria in the Department of Neurology of the General Hospital of Ningxia Medical University and the First People′s Hospital of Yinchuan from May 2023 to September 2023 were selected as the study objects by convenience sampling method. The general data questionnaire, Type D personality Scale-14, Family Caring Index Scale and the Intolerance of Uncertainty Scale were used to investigate them. Pearson correlation analysis was used to test the correlation between variables, and SPSS plug-in PROCESS 3.5 was used to test the mediation effect.Results:Finally, 300 questionnaires were effectively collected, including 228 males and 72 females. Patients aged ≥ 60 years old were the majority, accounting for 49.3% (148/300). The detection rate of type D personality in the first stroke patients was 37.3% (112/300), and the total score of Type D personality inventory, family support and intolerance of uncertainty of type D personality in the first stroke patients were (22.16 ± 9.95), (6.40 ± 2.23), (27.82 ± 7.93) points. The correlation analysis results showed that the intolerance of uncertainty of type D personality in the first stroke patients was positively correlated with type D personality scores ( r=0.675, P<0.001). There was a negative correlation with family support score ( r=-0.644, P<0.001). The results of mediating effect analysis showed that family support played a partial mediating role in the relationship between type D personality and intolerability of uncertainty in first-stroke patients, and the mediating effect accounted for 34.94% of the total effect. Conclusions:The mediating role of family support between type D personality and intolerability of uncertainty in first-stroke patients is established. In the future, the level of family support of patients can be continuously improved to reduce their intolerability of uncertainty, so as to promote the physical and mental health of patients and improve their quality of life.
6.Potential profiling of psychological distress in spousal caregivers of stroke patients and correlation with quality of life
Huijuan WANG ; Nana LIANG ; Xiaohui LIU ; Lingling YANG ; Xuan DU ; Ru GAN ; Haihua GAO ; Xiaoping YANG ; Jialing YUAN
Chinese Journal of Practical Nursing 2024;40(30):2358-2365
Objective:To explore the potential categories of psychological distress in spousal caregivers of stroke patients and differences in quality of life between categories, in order to provide a theoretical basis for early clinical identification and provision of individualized and targeted interventions for psychological distress in spousal caregivers of stroke patients and improvement of their quality of life.Methods:A total of 207 spouse caregivers of stroke patients hospitalized in three class 1-Grade A hospitals in Yinchuan city of Ningxia Hui Autonomous Region, who met the inclusion and exclusion criteria were selected from December 2020 to July 2021 by convenience sampling method as study subjects. The general information questionnaire, Kessler Psychological Distress Scale, and the Mos 36-Item Short from Health Survey were used for a cross-sectional survey.Results:A total of 203 spousal caregivers of stroke patients were finally investigated, 46 males and 157 females with a age of (58.65 ± 9.66) years. Psychological distress among spousal caregivers of stroke patients was categorized into 3 potential categories:no distress group (40%, 81/203), listlessness group (45%, 91/203) and helplessness and restlessness group (15%, 31/203). The psychological distress subgroup was a factor influencing the quality of life of spousal caregivers of stroke patients ( t=-10.03, P<0.05), explaining 33.0% of the variance in quality of life. Conclusions:Psychological distress in spousal caregivers of stroke patients is significantly heterogeneous. Those in the helplessness and restlessness group have the lowest quality of life and should be given focused attention and early intervention.
7.Current situation and influencing factors of burnout among primary caregivers of stroke patients
Xiaoping YANG ; Ru GAN ; Xiaohui LIU ; Xuan DU ; Haihua GAO ; Huijuan WANG ; Jialin YUAN
Chinese Journal of Modern Nursing 2024;30(10):1285-1291
Objective:To explore the current situation and influencing factors of burnout among the primary caregivers of stroke patients, so as provide a basis for clinical intervention measures.Methods:From July 2022 to January 2023, convenience sampling was used to select 506 caregivers of stroke patients who met the inclusion and exclusion criteria from Yinchuan Rehabilitation Hospital and Wuzhong Rehabilitation Hospital as the study subject. The survey was conducted using the General Information Questionnaire, Burnout Scale of Stroke Patients' Caregiver, Multidimensional Scale of Perceived Social Support, Trait Coping Style Questionnaire, and Hospital Anxiety and Depression Scale.Results:The burnout score of caregivers for stroke patients was (72.83±14.32). Multiple linear regression analysis showed that the educational level and self-care ability of patients, social support, coping styles, and depression of primary caregivers were the influencing factors of burnout among primary caregivers in stroke patients ( P<0.05) . Conclusions:Attention should be paid to the burnout of the primary caregivers of stroke patients. Medical and nursing staff should focus on the primary caregivers who care for patients with low educational level and poor self-care ability, and improve their social support, encourage them to actively respond, relieve their depression, to alleviate their burnout.
8.Research progress on mental health of main caregivers of stroke patients
Haihua GAO ; Xiaoping YANG ; Xiaohui LIU ; Jialin YUAN ; Huijuan WANG ; Ru GAN ; Xuan DU
Chinese Journal of Modern Nursing 2024;30(10):1385-1390
This paper reviewed the mental health status, influencing factors, and intervention measures of the main caregivers of stroke patients both domestically and internationally, so as to provide reference for clinical work and research.
9.Current situation and influencing factors of resourcefulness among primary caregivers of stroke patients
Jialin YUAN ; Lingling YANG ; Xiaohui LIU ; Ru GAN ; Xuan DU ; Haihua GAO ; Xiaoping YANG ; Huijuan WANG
Chinese Journal of Modern Nursing 2024;30(12):1647-1652
Objective:To explore the current situation of resourcefulness among the primary caregivers of stroke patients and analyze its influencing factors.Methods:From December 2020 to August 2021, convenience sampling was used to select 311 primary caregivers of stroke patients in the Neurology Department of three ClassⅢ Grade A general hospitals in Yinchuan City as the research subject. A survey was conducted using the General Information Questionnaire, Resourcefulness Scale, Self-Rating Depression Scale, Chinese Perceived Stress Scale, Social Support Revalued Scale, and the Fatigue Scale-14.Results:A total of 311 questionnaires were distributed and 308 valid questionnaires were collected, with a valid response rate of 99.04%. The resourcefulness score of the primary caregivers of 308 stroke patients was (83.98±12.85). The random forest model showed that when the λ-value was 1.667, the error was the smallest, and the corresponding number of influencing factors was 7. The independent variables ranked in the top 7 in importance were included in multiple stepwise regression. Multiple stepwise regression analysis showed that perceived stress, educational level, and fatigue were the main influencing factors on the resourcefulness of the primary caregivers of stroke patients, and the differences were statistically significant ( P<0.05) . Conclusions:The main caregivers of stroke patients have a moderate level of resourcefulness and require certain attention. Nursing staff can collaborate with social workers and other personnel to provide support and assistance to caregivers, alleviate their physical and mental stress, thereby improving their resourcefulness and the quality of care.
10.Current treatment and advances of uveal melanoma
Tumor 2024;44(1):62-69
Uveal melanoma(UM)is a rare form of melanoma arising in the uveal tract of the eye.UM has different molecular driving and metastasis patterns as well as different tumor immune microenvironment which are distinct from their more common cutaneous counterparts.These differences lead to poor clinical response to systemic drug therapy,including immune checkpoint inhibitors(ICIs).Treatment of primary UM with radiotherapy,enucleation or other modalities achieves local control in more than 90%of UM patients,although 50%or more eventually develop into distant metastases during disease progression,most commonly in the liver.To date,studies have identified a number of biological features and clinical characteristics of the disease,including the highly prevalent early,oncogenic genomic aberrations in tumor initiation,later recurrent prognostic changes,and immunological features.These advances have contributed to the development of many novel therapies.This review summarizes the biology of UM,management and treatment strategies for primary and recurrent disease,with an emphasis on the current standard treatment for metastatic UM,as well as emerging systemic therapies.

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