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.

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.

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.

ObjectiveTo investigate the efficacy and safety of cinobufagin tablets combined with thalidomide/dexamethasone （TD） regimen in the treatment of newly diagnosed multiple myeloma （NDMM） with phlegm and stasis obstruction. MethodsThe clinical data of 50 patients with NDMM of phlegm and stasis obstruction who were hospitalized at the Jiangsu Province Hospital of Chinese Medicine from June 1st， 2015 to July 31th， 2019 were retrospectively analyzed， and they were divided into a control group （bortezomib/dexamethasone-containing regimen， 27 cases） and an observation group （cinobufagin tablets combined with TD regimen， 23 cases）. The clinical efficacy and safety were compared between the two groups after two or three courses of treatment. The primary outcomes were clinical remission rate including overall response rate and deep remission rate， one-year and two-year overall survival rate， and adverse effects. The secondary outcomes were the proportion of plasma cells in bone marrow， hemoglobin， β2-microglobulin， lactate dehydrogenase， serum creatinine， blood urea nitrogen， bone pain score， and KPS functional status score （KPS score） before and after treatment. ResultsIn terms of clinical efficacy， there was no statistically significant difference （P＞0.05） in the overall response rate ［the observation group 69.57%（16/23） vs the control group 70.37% （19/27）］ and deep remission rate ［the observation group 56.52% （13/23） vs the control group 55.56% （15/27）］ between groups after the treatment. The one-year overall survival rates of the observation group and the control group were 90.9% and 92.4%， and the two-year overall survival rates were 81.8% and 80.9% respectively， with no statistically significant differences between groups （P＞0.05）. During the treatment， no renal function injury occurred in both groups. The incidence of peripheral nerve injury in the observation group was 8.70%， which was lower than 48.15% in the control group （P＜0.01）. After the treatment， the proportion of myeloma plasma cells， β2-microglobulin， serum creatinine level， and bone pain score decreased， while the hemoglobin level and KPS score increased in both groups （P＜0.05 or P＜0.01）. Compared between groups after treatment， the bone pain score of the observation group was lower than that of the control group， while the KPS score was higher than that of the control group （P＜0.05）. ConclusionThe clinical efficacy of cinobufagin tablets combined with TD in the treatment of NDMM is equivalent to bortezomib/dexamethasone-containing regimen， but the former is more helpful in relieving the pain and improving the quality of life， and has better safety.

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.

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.

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.

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.

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.

Objective To investigate the relationship between serum leucine-rich a-2 glycoprotein-1(LRG1),transforming growth factor-β1(TGF-β1)and the carotid intimal middle layer thickness(IMT)and short-term poor prognosis in acute cerebral infarction(ACI).Methods A total of 123 patients with ACI who were treated in Guangji Hospital of Suzhou from January 2020 to January 2023 were selected,and the patients were divided into normal group(23 cases),thickened group(30 cases)and plaque group(70 cases)according to the IMT,and 35 healthy physical examiners in Guangji Hospital of Suzhou during the same period were se-lected as the health control group,and the serum LRG1,TGF-β1 levels and IMT of 4 groups were compared.The patients were followed up for 3 months and divided into good prognosis group(75 cases)and poor prog-nosis group(48 cases)according to the prognosis.The correlation between serum LRG1,TGF-β1 and IMT was analyzed by Pearson method.Univariate and multivariate Logistic regression were used to analyze the risk factors of short-term poor prognosis in ACI patients.The receiver operating characteristics(ROC)curve was used to analyze the predictive value of serum LRG1 and TGF-β1 for the short-term poor prognosis of ACI.Re-sults The serum LRG1 level in health control group,normal group,thickened group and plaque group in-creased sequentially,and TGF-β1 level decreased sequentially(P＜0.05).Pearson correlation analysis showed that serum LRG1 was positively correlated with IMT,while TGF-β1 was negatively correlated with IMT(P＜0.05).Age,proportion of patients with diabetes,the National Institutes of Health Stroke Scale(NIHSS)score at admission,low-density lipoprotein cholesterol(LDL-C),fasting plasma glucose(FPG),white blood cell count(WBC),C-reactive protein(CRP)and serum LRG1 levels in the poor prognosis group were higher than those in the good prognosis group(P＜0.05),time from onset to thrombolysis was longer than that in the good prognosis group(P＜0.0.05),while the serum TGF-β1 level was lower than that in the good prognosis group(P＜0.05).Multivariate Logistic regression analysis showed that high NIHSS score,long time from onset to thrombolysis,elevated serum LRG1 level and decreased TGF-β1 level were risk factors for short-term poor prognosis in ACI patients(P＜0.05).ROC curve results showed that the area under the curve of the sin-gle and combined detection of serum LRG1 and TGF-β1 for predicting the short-term prognosis of ACI pa-tients were 0.824,0.708 and 0.902,respectively.Conclusion ACI patients have elevated serum LRG1 levels and decreased TGF-β1 levels.Serum LRG1 and TGF-β1 levels are closely related to the IMT and the short-term prognosis of ACI patients,and the combined detection of serum LRG1 and TGF-β1 levels have high ref-erence value for predicting the short-term poor prognosis of ACI patients.