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Objective To understand the factors that affect the pulmonary rehabilitation behavior of elderly patients with lung cancer during the post-operative transitional period,and provide reference bases for formulating the pulmonary rehabilitation plan of elderly patients with lung cancer during the transitional period and improving the compliance of pulmonary rehabilitation.Methods Based on the capability,opportunity,and motivation-behavior model(COM-B model),12 elderly lung cancer patients who underwent surgery at a tertiary A tumor hospital in Tianjin from March to July 2022 were selected for semi-structured interviews using descriptive research methods and purposive sampling method.The data were analyzed using directed content analysis.Results The ability factors(physical strength and postoperative discomfort symptoms of the elderly limit lung rehabilitation exercise,lack of pulmonary rehabilitation knowledge and awareness of the importance of exercise in lung rehabilitation knowledge),opportunity factors(lack of grassroots medical and health services,limiting lung rehabilitation exercise;family and friends are important resources for promoting lung rehabilitation exercise;medical support is a guarantee for promoting lung rehabilitation exercise),motivational factors(high self-efficacy in exercise is the foundation for lung rehabilitation exercise,perception of lung rehabilitation effects increases motivation for lung rehabilitation exercise)and 7 sub themes were extracted.Conclusion There are certain obstacles and promoting factors in the transitional lung rehabilitation process for elderly lung cancer patients after surgery.It is necessary to improve their postoperative discomfort symptoms,increase their knowledge of lung rehabilitation,enhance their awareness of lung rehabilitation,face the social support role of family,friends,and medical staff,improve the infrastructure and lung rehabilitation system,increase community lung rehabilitation support,provide multi-channel high-quality lung rehabilitation resources,and promote the development of smart medical services,constructing a transitional lung rehabilitation strategy for elderly patients with lung cancer.
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Objective:To analyze the passive smoking exposure and its influencing factors in non-smokers aged≥18 in Tianjin.Methods:This was a cross-sectional study. Based on the 2018 Tianjin Adults Noncommunicable Disease and Nutrition Surveillance, non-smokers aged≥18 years old at 7 surveillance sites were selected as the research objects, taking 2018 population data of Tianjin as the standard population, the sample data were weighted to analyze the general demographic characteristics, the level of passive smoking exposure, the cognition of tobacco harm, and the influencing factors of passive smoking exposure. Pearson χ 2 test was used to compare the rate between groups, and the influencing factors were analyzed by unconditional logistic regression. Results:After weighted, the passive smoking exposure rate was 51.5%, among non-current smokers, the awareness rates of smoking related lung cancer and passive smoking related adult lung cancer were 83.3% and 80.0%, respectively. The awareness rates of smoking related stroke and passive smoking related heart disease in adults were 61.4% and 66.4%, respectively. The awareness rate that smoking related stroke was higher in the non-passive smoking exposed group than in the secondhand smoke exposed group (62.7% vs 60.3%, P<0.05). There was no statistical difference in the awareness rate of smoking related heart attacks and lung cancer as well as passive smoking related adult heart disease, adult lung cancer, and lung disease in children between the passive smoking exposed group and the non-passive smoking exposed group (all P>0.05). The awareness rate of smoking related three diseases (stroke, heart attack and lung cancer) was 57.9% and the awareness rate of passive smoking related three diseases (heart disease in adults, lung cancer and lung disease in children) was 64.9% in non-current smokers. Among men, undergraduate or above was a protective factor for second-hand smoke exposure. Heads, clerical and related personnel of state organs, party and mass organizations, enterprises and public institutions were risk factors for secondhand smoke exposure. Among women, age ≥60 years and high education were protective factors for secondhand smoke exposure. Conclusions:Non smokers aged 18 and above in Tianjin have a higher level of passive smoking exposure, and the awareness rate of tobacco exposure related cardiovascular diseases is low. In future, the health education of relevant knowledge should be strengthened.
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Poststroke cognitive impairment (PSCI) is a common complication after ischemic stroke, which seriously affects the recovery of neurologic function and lowers the quality of daily life of patients. In a considerable portion of patients, the PSCI is reversible. This article reviews the influencing factors of cognitive impairment after ischemic stroke, including genetic predisposition, demographic factors, lifestyles, clinical manifestations, imaging findings and drug administration, etc. to provide references for prevention and intervention of PSCI.
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Background With the aging of China's population, cognitive impairment in the elderly is receiving increasing public attention. Screening and intervention of people with mild cognitive impairment (MCI) are of great significance to prevent and reduce the occurrence of cognitive impairment. Objective To understand the prevalence and explore potential influencing factors of MCI in the elderly in Songjiang District, Shanghai, and to provide scientific basis for promoting early screening of cognitive impairment and precise intervention of MCI in the elderly in this area. Methods A cross-sectional study design was adopted. From August to October 2022, using multi-stage random sampling, 1800 elderly residents aged 60 years and above were screened for cognitive impairment in 6 neighborhood/village committees in 6 towns in Songjiang District. The survey questionnaires included a sociodemographic questionnaire, a health status and lifestyle questionnaire, the Instrumental Activities of Daily Living (IADL), the Patient Health Questionnaire (PHQ-9), and the Mini-Mental State Examination (MMSE). Prevalence rates of MCI among the elderly by selected social demographic characteristics, health status, and lifestyle were estimated, and potential influencing factors of MCI were evaluated by binary logistic regression. Results A total of 209 elderly residents with MCI and 1591 healthy elderly residents were detected, and the prevalence of MCI in the elderly aged 60 and above was 11.6% in Songjiang District. Being physically active (OR=0.556, 95%CI: 0.399, 0.774) reduced the risk of MCI. Illiteracy (OR=1.810, 95%CI: 1.239, 2.644), primary school education level (OR=3.454, 95%CI: 2.342, 5.092), non-participation in social activities (OR=1.945, 95%CI: 1.360, 2.781), IADL damaged (OR=3.173, 95%CI: 2.137, 4.712), and depression (OR=1.957, 95%CI: 1.112, 3.443) increased the risk of MCI (P＜0.05). Conclusion The prevalence of MCI among the elderly in Songjiang District is lower than the national average. Educational level, physical activity, participation in social activities, IADL, and depression may be the influencing factors of MCI in the elderly. It is recommended to carry out early screening, early detection, and early intervention for cognitive impairment in the elderly. Improving involvement in physical exercise and increasing participation in social activities are encouraged. Special attention should be paid to the needs of vulnerable groups such as low education level and disabled elderly during a community MCI intervention program.
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Background The staff in centers for disease control and prevention (CDC) were at a great risk for psychological distress when they were faced with outbreak-related prevention and control work and routine tasks during the COVID-19 period. Psychological resilience and burnout are two key influencing factors on psychological distress. Objective To explore the status and mechanisms of psychological resilience, burnout, and psychological distress among CDC staff. Methods From September to October 2022, a cross-sectional survey was conducted in all CDC staff in Beijing, and 2228 CDC staff from 17 units (including 1 municipality-level CDC and 16 district-level CDCs) participated the questionnaire survey. The basic information questionnaire, Connor-Davidson Resilience Scale (CD-RISC-10) Chinese version, Maslach Burnout Inventory-General Survey (MBI-GS) Chinese version, and the 10-item Kessler Psychological Distress Scale (Kessler10) Chinese version were selected in our study. Mann-Whitney U test or Kruskal-Wallis H test was used to analyze the differences in the scores of psychological resilience, burnout, and psychological distress by demographic and sociological characteristics. The correlations among the three elements were analyzed by Spearman correlation analysis. Potential influencing factors of psychological distress of the CDC staff were evaluated by multiple linear regression. A potential mediating effect of psychological resilience-burnout-psychological distress was analyzed by the mediation package of R 4.2.0, and validated by Bootstrap method. Results Of 2228 questionnaires distributed, 2022 valid questionnaires were collected, and the recovery rate was 90.75%. The median (P25, P75) psychological distress score of CDC staff was 13.00 (8.00, 24.00), and the number of participants with psychological distress levels of 1, 2, 3, and 4 was 358 (17.71%), 546 (27.00%), 362 (17.90%), and 756 (37.39%), respectively. The median (P25, P75) psychological resilience score was 24.00 (20.00, 30.00) and the median (P25, P75) burnout score was 38.00 (25.00, 50.00). The results of the multiple linear regression showed that psychological resilience, burnout, caring for the elderly, having a chronic disease, and monthly income had independent influences on psychological distress (P<0.05), and emotional exhaustion, cynicism, and reduced personal accomplishment (reversed) in the case of burnout had a great effect on psychological distress (P<0.05). After controlling general demographic characteristic variables, total burnout score exerted a partial mediation effect on the relationship between psychological resilience and psychological distress, with a mediation effect value of −0.439 (95%CI: −0.483, −0.397), and a total mediation effect contribution rate of 60.89%. The two dimensions of burnout (emotional exhaustion and cynicism) played a partial mediating role between psychological resilience and psychological distress, with mediating effect contribution rates of 42.44% and 41.41%, respectively. Conclusion Psychological distress among CDC staff in Beijing was prominent during COVID-19. Psychological resilience can act directly on psychological distress or indirectly on psychological distress through burnout. Both emotional exhaustion and cynicism dimensions of burnout have a partial mediating role between psychological resilience and psychological distress. Increasing psychological resilience and decreasing burnout may reduce the occurrence of psychological distress.
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Objective To analyze micronucleus abnormalities in the peripheral blood lymphocytes of industrial radiation workers and the influencing factors, and to provide a reference for radiation protection. Methods The occupational health monitoring data of 661 industrial radiation workers were collected from the occupational health examination system of Gansu Provincial Center for Disease Control and Prevention. The abnormalities in the micronucleus of peripheral blood lymphocytes were analyzed. The influencing factors were identified by logistic regression. Results The micronucleus abnormality rate was 6.05% for the 661 industrial radiation workers. There was no significant difference in micronucleus abnormality rate between sexes (P > 0.05). Comparison of age groups showed that the rate of micronucleus abnormality increased with age, and workers over 50 years of age has the highest rate of micronucleus abnormalities (17.81%); there was a significant difference between age groups (P < 0.05). There was a significant difference in micronucleus abnormality rate between occupational categories (P < 0.05). There was a significant difference in micronucleus abnormality rate between groups with different years of work (P < 0.05). Logistic regression analysis showed that age and years of work were the risk factors for micronucleus abnormality rate (P < 0.05); age was an independent risk factor for micronucleus abnormality rate (P < 0.05). Conclusion The effect of low-dose ionizing radiation on micronucleus abnormality rate of industrial radiation workers is related to age and working years. Attention should be paid to occupational health monitoring of radiation workers, especially those with advanced age.
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Objective To explore the status quo of medication belief in the patients with myasthenia gravis and analyze their influencing factors,so as to provide reference for health care professionals to develop targeted interventions.Methods A total of 145 patients with myasthenia gravis visiting the First Affiliated Hospital of Guangzhou University of Chinese Medicine from July 2021 to March 2022 were selected.The Be-liefs about Medicines Questionnaire(BMQ)was used to investigate.The multiple linear regression was used to analyze the relevant influencing factors.Results The scores of medication belief,necessity belief and con-cern belief in 145 patients were(4.17±1.23)points,(19.52±3.45)points and(18.29±4.26)points respec-tively.There was statistically significant difference between the scores of necessity belief and concern belief(P＜0.05).The education level,financial burden,duration of illness,length of medication,number of recur-rent hospitalizations,and inappropriate medication-induced exacerbations had influence on the medication be-lief scores of the patients with myasthenia gravis(P＜0.05).The duration of illness,length of medication and number of recurrent hospitalizations had the influence on the medication necessity scores of patients with my-asthenia gravis(P＜0.05).The financial burden had the influence on the medication concerns scores of the patients with myasthenia gravis(P＜0.05).Conclusion The medication belief in the patient swith myasthe-nia gravis is at a low level,and the number of recurrent hospitalizations and financial burden are the independ-ent risk factors affecting the medication belief scores in the patients with myasthenia gravis.The number of recurrent hospitalizations is an independent risk factor for the score of medication necessity dimension.
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Objective To survey the current situation of fertility intention to have a third child among childbearing age women in Wanzhou District of Chongqing Municipality under the background of the new fer-tility policy,and to analyze its influencing factors.Methods The convenience sampling method was adopted to conduct the survey on the third child fertility intention by the self-designed questionnaire and the Question-naire Star platform among the childbearing women with one child or two children in Wanzhou District of Chongqing Municipality from September to October 2022.The multiple linear regression analysis and two-step cluster analysis were used to explore the influencing factors.Results A total of 632 questionnaires were re-ceived,32 invalid questionnaires were excluded,and the effective recovery rate was 94.9％.The score of fertili-ty intention to have a third child in the respondents was(12.81±2.83)points.The multiple linear regression analysis showed that the age,marital status,place of residence,spouse cultural degree,family rearing child model,whether the family can provide support and previous vaginal delivery history were the influencing fac-tors of fertility intention to have a third child among the childbearing age women in this place(P＜0.05).The two step cluster analysis showed that"obstetrician/midwife's help"was the most important predictive factor for the childbearing age women to choose to have a third child.Conclusion The current situation of childbear-ing age women's fertility intention to have a third child in Wanzhou District of Chongqing Municipality is not optimistic.It is necessary to create the positive factors that encourage childbearing age women to make deci-sion about having a third child.
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Objective To explore the needs and influencing factors of palliative care among primary car-egivers in families of patients with advanced Alzheimer's disease(AD).Methods The main caregivers of 148 patients with advanced AD who were diagnosed at the Memory Clinic of this hospital from January 2021 to December 2022 were randomly selected as the research subjects.A self-designed questionnaire on palliative care needs was used for investigation and statistical analysis.Results The total score of the main caregivers for palliative medical needs was(91.88±15.19),with a score indicator of 66.57％.The highest score indicator was the demand for professional medical care guidance,and the lowest was the demand for social support.There were statistical differences in the scores of palliative medical care needs of caregivers with different a-ges,education level,relationship with patients,nursing experience,death of relatives and friends,annual family income,medical payment method and physical condition(P＜0.05).The results of linear regression analysis showed that education level,relationship with patients and nursing experience were the influencing factors of family caregivers'easing medical needs(P＜0.05).Conclusion The main caregivers of advanced AD patients have a high demand for palliative care,and there is an urgent need to strengthen palliative care services.
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Objective To study the factors affecting hospital death in elderly patients with novel coronavirus infec-tion/disease 2019(COVID-19),and to build a risk prediction model.Methods According to the diagnostic criteria of Diagnosis and Treatment Protocol for COVID-19 Infection(Trial 10th Edition).Totally 775 elderly patients(≥60 years old)diagnosed as COVID-19 infection in the emergency department and fever clinic of the First Hospital of Changsha were selected as the research objects.General data and serum biomarkers of patients were collected.After treatment,the patients'data were divided into survival group and hospital death group.Binary Logistic regres-sion was used to screen the independent influencing factors of death,and ROC curve was used to analyze the pre-dictive value of related indicators on hospital death.Results After treatment,712 patients(91.9%)survived and 63 patients(8.3%)died in hospital.Binary Logistic regression analysis showed that:≥90 years old[OR=5.065,95%CI(1.427,17.974)],type 2 diabetes mellitus[OR= 3.757,95%CI(1.649,8.559)],COPD[OR= 5.625,95%CI(2.357,13.421)],monocyte ratio[OR=0.908,95%CI(0.857,0.963)],plasma fibringen[OR=1.376,95%CI(1.053,1.800)]and lactate dehydrogenase[OR=1.005,95%CI(1.001,o1.008)]were independent factors of in-hospital death(P＜0.05).The predictive value of diabetes mellitus+COPD+age+monocyte ratio+plasma fibrinogen+lactate dehydrogenase was proved in hospital death from COVID-19 infected patients:the area under the curve(AUC)was 0.883(95%CI:0.827,0.940,P＜0.001),the critical value≥0.710 suggested the risk of death in hospital,the specificity was 0.851,the sensitivity was 0.857.Conclusions The hospital mortality of the elderly after COVID-19 infection is higher and closely related to type 2 diabetes,COPD,monocyte ratio,plasma fibrinogen and lactate dehydrogenase.
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Objective To understand the current status of health literacy among caregivers of patients with liver cancer and its influencing factors so as to provide a basis for improving the level of health literacy among caregivers of patients with liver cancer.Methods Using convenience sampling method,the caregivers of the liver cancer patients,who were admitted to the Department of Interventional Radiology of a certain grade ⅢA hospital in Changsha City,Hunan Province of China between April and October of 2022 and who met the inclusion and exclusion criteria,were selected as the research objects.The general information questionnaire,Health Literacy of Caregivers Scale-Cancer(HLCS-C),and Simplified Coping Style Questionnaire(SCSQ)were used to conduct the survey.Multiple linear regression analysis was used to analyze the factors influencing the health literacy among caregivers of patients with liver cancer.Results A total of 204 valid questionnaires were collected.The score of health literacy of caregivers was(123.08±16.66)points.The results of multiple linear regression analysis showed that the residence location,the monthly income per capita of the family,the number of hospitalization times,the length of care,work/study status,and coping style were the main factors influencing the health literacy(P<0.001),which explained 81.9％of the total variance.Conclusion The health literacy among the caregivers of patients with liver cancer is at a moderate level.Clinical medical staff can implement individualized health education by evaluating caregivers with different characteristics,encourage caregivers to seek and grasp disease-related information,and help the caregivers to adopt positive coping styles,so as to improve their health literacy.
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Objective:To investigate the efficacy and safety of Rituximab (RTX) in the treatment of children with frequently relapsing/steroid-dependent nephrotic syndrome (FRNS/SDNS) and to analyze the factors influencing the efficacy.Methods:Case series study.The clinical data of children with FRNS/SDNS who received B-cell-guided RTX (single dose: 375 mg/m 2, maximum dose: 500 mg, one additional dose when peripheral blood CD19 + B lymphocytes ≥0.01) in the First Affiliated Hospital of Zhengzhou University from September 2019 to March 2022 were retrospectively collected.The frequency of relapse and cumulative dose of glucocorticoids before and after RTX treatment were compared.The Kaplan-Meier method was used to analyze relapse-free survival rate and FRNS/SDNS-free survival rate after RTX treatment.The influencing factors of relapse were analyzed using the Cox proportional hazards regression model. Results:Totally 47 children were enrolled, including 35 males and 12 females; the age of first application of RTX was 10.2 (6.9, 13.0) years; 33 children had used one type of immunosuppressant before, and 14 children had used two or more types of immunosuppressant before; the dose of RTX treatment was 3.0 (2.0, 3.0). The frequency of relapse[0(0, 0.55) times/year vs.1.62 (1.09, 2.40) times/year] and cumulative dose of glucocorticoids[0.12 (0.05, 0.21) mg/(kg·d) vs.0.40 (0.20, 0.56) mg/(kg·d)] after RTX treatment significantly decreased compared with previous immunosuppressive treatment ( Z=-5.56, -5.54, all P<0.001). The relapse-free survival rates at 6, 12, 18 and 24 months after treatment were 80.9%, 72.3%, 68.1% and 68.1%, respectively, and the FRNS/SDNS-free survival rates were 93.6%, 89.4%, 89.4% and 89.4%, respectively.Univariate Cox regression analysis showed that the high frequency of relapse during previous immunosuppressive therapy was a risk factor for relapse after RTX treatment ( P<0.05). Of the 14 children who relapsed, 6 occurred in children whose CD19 + B lymphocytes<0.01, and the frequency of relapse after RTX treatment was significantly higher than those whose CD19 + B lymphocytes≥0.01 ( Z=-2.84, P=0.005). No severe adverse reactions occurred during RTX treatment and follow-up. Conclusions:The B-cell-guided RTX is effective and safe in the treatment of FRNS/SDNS in children.The high frequency of relapse during previous immunosuppressive therapy is a risk factor for relapse after RTX treatment, and relapse in the state of B lymphocyte depletion predicts poor outcomes of RTX treatment.
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Objective:To explore the influencing factors of early postoperative complications after radical resection of congenital choledochal cyst (CCC) in a single center and provide some clinical basis and guidance for reducing postoperative complications.Methods:Case control study.Clinical data of 124 children (29 boys and 95 girls) with CCC diagnosed and radically treated at the Affiliated Hospital of Zunyi Medical University from September 2010 to October 2019 were analyzed.According to postoperative complications (bile leakage, gastrointestinal anastomotic fistula, bleeding, incision dehiscence, cholangitis, abdominal infection, pancreatitis, and lymphatic fistula), these children were divided into the complication group (group A) and non-complication group (group B). Age, laboratory indicators[preoperative white blood cell (WBC) count, hemoglobin, glutamic pyruvic transaminase, prealbumin, and postoperative albumin], and clinical factors, such as operation method, operation time, intraoperative blood loss, cyst type, cyst diameter, hepatic duct diameter, abdominal operation history, biliary sludge and calculus, hepatic duct anatomic variation, and pancreaticobiliary maljunction were statistically analyzed between the two groups.The t-test was performed for normal distribution of the measurement data, and the non-parametric rank sum test for non-normal distribution.Multivariate analysis was made using Logistic regression. Results:Among the 124 children, 25(20.16%) had complications, and 99(79.84%) had no complications.Bile leakage occurred in 14 children (11.29%), of whom 7 received operation again and 7 received conservative treatment.Gastrointestinal anastomotic fistula occurred in 2 children (1.61%), of whom 1 was re-operated and 1 was cured conservatively.One child (0.81%) was complicated with bleeding and cured by re-operation.Two children (1.61%) were complicated with incision dehiscence, of whom 1 was cured by re-operation and 1 was cured by conservative treatment.Cholangitis in 2 children (1.61%), abdominal infection in 2 children (1.61%), pancreatitis in 1 child (0.81%), and lymphatic fistula in 1 child (0.81%) were all conservatively cured.No significant difference was found in non-normal distribution indicators-age and WBC count-between the two groups (all P>0.05). Blood loss volume and cyst diameter were significantly different between the two groups (all P<0.05). Postoperative albumin[(27.84±4.62) g/L vs.(32.45±3.72) g/L] meeting the normal distribution showed a statistically significant difference between the two groups ( t=5.254, P<0.05). Logistic multivariate regression analysis suggested that preoperative anemia ( OR=7.922, 95% CI: 1.468-42.757) and biliary sludge and calculus ( OR=1.295, 95% CI: 1.075-4.359) were independent risk factors for postoperative complications; postoperative albumin ( OR=0.055, 95% CI: 0.012-0.244) was a protective factor for postoperative complications, and the differences were statistically significant (all P<0.05). Conclusions:The larger the cyst diameter, the more the intraoperative bleeding, and the higher the risk of operation.Treating anemia before operation, clearing sludge in the hepatic duct during operation, reducing bleeding, and strengthening the monitoring of albumin and hemoglobin during the perioperative period can prevent and reduce early complications after radical resection of CCC in children.
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To review the research status, assessment tools, influencing factors and intervention measures of social grooming in patients with gynecological malignant tumors, so as to provide a theoretical basis for improving the social alienation of patients with gynecological malignant tumors and better integrating into society.
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Objective:To explore the current situation of binary coping in patients with perimenopausal syndrome and analyze its influencing factors, in order to provide a basis for improving the level of binary coping.Methods:Using convenience sampling method, a total of 210 patients with perimenopausal syndrome and their spouses from the First Affiliated Hospital of Heilongjiang University of Traditional Chinese Medicine were cross-sectional surveyed by a general data questionnaire, the Binary Coping Scale, and the Modified Kupperman Score Scale. The influencing factors of binary coping level in patients with perimenopausal syndrome were explored by univariate analysis and variance decomposition model analysis.Results:A total of 200 valid questionnaires were retrieved.The patients aged (50.52 ± 2.89) years old. The binary coping score was (79.64 ± 22.74) points. The variance decomposition model analysis showed that marriage age, type of medical insurance, number of children, education level, family monthly income, spouse′s education level, presence of major comorbidities in spouse, modified Kupperman score, presence of generalized anxiety in spouse were the main influencing factors of binary coping in patients with perimenopausal syndrome (all P<0.05). Conclusions:The binary coping scores of patients with perimenopausal syndrome are lower than normal, and considering the influence and involvement of patients' spouses, nursing staff should pay special attention to patients who are married relatively early, have more children, have lower education levels, and have lower family monthly incomes. Additionally, attention should be given to spouses who experience widespread anxiety, have a lower level of education, and suffer from major chronic diseases. By developing and implementing comprehensive intervention measures aimed at improving the Kupperman score and the level of binary coping, both parties can be encouraged to support each other more effectively, thereby improving the marital relationships of patients during the perimenopausal period.
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OBJECTIVE:The rabbit model of steroid-induced osteonecrosis of femoral head is the most commonly used animal model of femoral head necrosis.The pathological changes of the femoral head are close to clinical practice,however,the conditions,methods and evaluation standards of animal models reported in and outside China are not uniform,which leads to the low scientific value of animal models and is difficult to popularize.This study aimed to clarify the influence of different mold-making conditions on the establishment of steroid-induced osteonecrosis of femoral head rabbit model and analyze the appropriate conditions for the successful model establishment. METHODS:We searched the CNKI,WanFang,VIP,CBM,WoS,PubMed and EMbsae databases for the literature on the modeling of steroid-induced osteonecrosis of femoral head rabbits up to April 1,2022,completed the screening of the literature according to the inclusion and exclusion criteria and literature quality evaluation,and extracted the outcome index data in the literature.RevMan Stata and ADDIS statistical software were used to conduct a meta-analysis of the included data. RESULTS:(1)A total of 82 articles with 1 366 rabbits were included in the study.The steroid-induced osteonecrosis of femoral head modeling methods were divided into three types:steroid-alone method,steroid combined lipopolysaccharide method and steroid combined serum method.Among these,33 articles used steroid-alone method;20 articles used steroid combined lipopolysaccharide method;29 articles used steroid combined serum method.(2)Meta-analysis results showed that the three modeling methods significantly increased the rate of empty bone lacunae in the femoral head of steroid-induced osteonecrosis of femoral head rabbits(P<0.001),and significantly decreased the ratio of the trabecular bone area in the femoral head of steroid-induced osteonecrosis of femoral head rabbits(P<0.001).The order of empty bone lacunae rate of each modeling method was:steroid combined with lipopolysaccharide method>steroid-alone method>steroid combined with serum method>normal group,and the order of trabecular bone area rate of each modeling method was:normal group>steroid combined with serum method>steroid-alone method>steroid combined with lipopolysaccharide method.(3)The results of subgroup analysis suggested that the rate of empty bone lacunae in the rabbit model induced by steroid alone might be related to the rabbit variety and the type of steroid used for modeling(difference between groups P<0.05),in which the combined effect amount of New Zealand white rabbits was higher than that of Chinese white rabbits(P<0.05)and Japanese white rabbits,and the combined effect amount of dexamethasone was higher than that of other steroids.The rate of empty bone lacunae induced by steroid combined with lipopolysaccharide was related to the administration mode of lipopolysaccharide and the type of steroid(P<0.05),among which the combined effect of methylprednisolone sodium succinate was significantly higher than that of other steroids(P<0.05),and the combined effect of prednisolone was significantly lower than that of other steroids(P<0.05).The combined effect of lipopolysaccharide 100 μg/kg×twice was significantly lower than 10 μg/kg×twice and 50 μg/kg×twice(P<0.05).The rate of empty bone lacunae in the model induced by steroid combined with serum was related to serum dose and steroid type(P<0.05),among which the combined effect amount of dexamethasone sodium phosphate was significantly higher than other steroid types(P<0.05),and the combined effect amount of dexamethasone was significantly lower than other steroid types(P<0.05);the combined effect amount of serum"10 mL/kg+6 mL/kg"combined dose was lower than other serum doses(P<0.05). CONCLUSION:(1)With the rate of empty bone lacunae and the ratio of trabecular bone area as the judgment standard for the successful establishment of the model,the three modeling methods can successfully construct the rabbit steroid-induced osteonecrosis of femoral head model,of which the steroid combined with lipopolysaccharide method is the best.(2)New Zealand white rabbits and dexamethasone are recommended when selecting the steroid-alone method.Methylprednisolone sodium succinate and low-dose lipopolysaccharide are recommended when selecting the steroid combined with lipopolysaccharide method.Dexamethasone sodium phosphate is recommended when selecting the steroid combined with serum modeling method.
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BACKGROUND:Osteoporotic vertebral compression fractures have a high rate of recurrent fractures in adjacent vertebrae after percutaneous vertebroplasty,but the cause of their occurrence is still controversial. OBJECTIVE:To explore the influencing factors of adjacent vertebral re-fractures after percutaneous vertebroplasty in patients with single-segment osteoporotic vertebral compression fractures. METHODS:A retrospective analysis was performed in 210 patients admitted to the Fifth Hospital of Wuhan City,Second Affiliated Hospital of Jianghan University from June 2016 to June 2020,who had been diagnosed with new single-segment osteoporotic vertebral compression fractures by X-ray and MRI examinations,and received percutaneous vertebroplasty.The patients were followed up for more than 18 months.The general preoperative data and postoperative indicators were collected.The general preoperative data included age,sex,body mass index,fracture segment location,fracture days,fracture cause,whether accompanied by diabetes mellitus,whether accompanied by renal and thyroid dysfunction,and visual analogue scale score on admission.The postoperative indicators included recovery rate of anterior edge of the vertebral body after operation,degree of dispersion of bone cement,leakage of bone cement,use of bone material,single or bilateral injection of bone cement,recovery rate of the injured vertebral mid-column after operation,local Cobb angle of the injured vertebra after operation.According to their real conditions,the patients were divided into a group without adjacent vertebral re-fractures(n=190)and a group with adjacent vertebral re-fractures(n=20).The presence or absence of postoperative re-fracture of the adjacent vertebrae of the injured spine was used as the dependent variable and the categorical variables such as preoperative general data and postoperative indicators were used as independent variables for statistical analysis. RESULTS AND CONCLUSION:After percutaneous vertebroplasty,patients with adjacent vertebral re-fractures showed significant differences in age,body mass index,postoperative vertebral body anterior edge recovery rate,degree of cement dispersion,and cement leakage from those without adjacent vertebral re-fractures(P<0.05).However,sex,time of fracture,cause of fracture,presence of diabetes or kidney disease or thyroid disease,location of the initial vertebral fracture segment,mode of cement injection,local Cobb angle of the injured vertebra,recovery rate of the injured vertebral mid-column,and use of bone tissue were not statistically significant in relation to re-fracture of the adjacent vertebra after percutaneous vertebroplasty(P>0.05).Multivariate Logistic regression analysis showed that age,vertebral body anterior edge recovery rate and cement leakage were independent risk factors for re-fractures of the adjacent vertebra after percutaneous vertebroplasty.To conclude,age,vertebral body anterior edge recovery rate and leakage of bone cement are the influencing factors of adjacent vertebral re-fractures after percutaneous vertebroplasty.However,factors such as the degree of bone cement dispersion and the local Cobb angle of the injured vertebra were not correlated with adjacent vertebral re-fractures after percutaneous vertebroplasty.
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BACKGROUND:Internal fixation and open reduction with locking plate is the main treatment for proximal humeral fractures with medial column instability.However,reduction failure is one of the main postoperative complications,and accurate risk factor assessment is beneficial for screening high-risk patients and clinical decision selection. OBJECTIVE:To construct four types of prediction models by different machine learning algorithms,compare the optimal model to analyze and sort the risk variables according to their weight scores on the impact of outcome,and explore their significance in guiding clinical diagnosis and treatment. METHODS:262 patients with proximal humeral fractures with medial column instability,aged(60.6±10.2)years,admitted to Foshan Hospital of Traditional Chinese Medicine between June 2012 and June 2022 were included.All patients underwent open reduction with locking plate surgery.According to the occurrence of reduction failure at 5-month follow-up,the patients were divided into a reduction failure group(n=64)and a reduction maintenance group(n=198).Clinical data of patients were collected,and model variables and their classification were determined.The data set was randomly divided into a training set and a test set according to a 7:3 ratio,and the optimal hyperparameters were obtained in the training set according to a 5-fold cross-over test.Four machine learning prediction models of logistic regression,random forest,support vector machine,and XGBoost were constructed,and the performance of different algorithms was observed in the test set using AUC,correctness,sensitivity,specificity,and F1 scores,so as to comprehensively evaluate the prediction performance of the models.The best-performing model was evaluated using SHAP to assess important risk variables and to evaluate its clinical guidance implications. RESULTS AND CONCLUSION:(1)There were significant differences between the two groups in deltoid tuberosity index,fracture type,fracture end with varus deformity before operation,fragment length of inferior metaphyseal of humerus,postoperative reduction,cortical support of medial column of proximal humerus,and insertion of calcar screw(P<0.05).(2)The best-combined performance of the four machine models was XGBoost.The AUC,accuracy,and F1 scores were 0.885,0.885,and 0.743,respectively;followed by random forest and support vector machine,with both models performing at approximately equal levels.Logistic regression had the worst combined performance.The SHAP interpretation tool was used in the optimal model and results showed that deltoid tuberosity index,medial humeral column cortical support,fracture type,fracture reduction quality,and the status of the calcar screw were important influencing fators for postoperative fracture reduction failure.(3)The accuracy of using machine learning to analyze clinical problems is superior to that of traditional logistic regression analysis methods.When dealing with high-dimensional data,the machine learning approach can solve multivariate interaction and covariance problems well.The SHAP interpretation tool can not only clarify the importance of individual variables but also obtain detailed information on the impact of dummy variables in each variable on the outcome.
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BACKGROUND:There have been many studies on adjacent vertebral fractures in elderly female patients with osteoporotic vertebral compression fractures,but their related risk factors are still in debate.There are also few studies on how to intuitively present their risks for clinical application. OBJECTIVE:To analyze the risk factors of adjacent vertebral refracture in senile women with osteoporotic vertebral compression fracture and construct a Nomogram prediction model. METHODS:A total of 268 elderly female patients with osteoporotic vertebral compression fracture who came to Ganzhou People's Hospital for treatment from January 2018 to November 2022 were selected and divided into study group(adjacent vertebral refracture,n=31)and control group(no adjacent vertebral refracture,n=237)according to whether adjacent vertebral refracture occurred 3 months after percutaneous vertebroplasty.General clinical data were compared between the two groups.Multivariate Logistic regression analysis was conducted to analyze the independent risk factors of adjacent vertebral refracture in elderly women with osteoporotic vertebral compression fracture.A Nomogram prediction model was constructed by R software"rms"package. RESULTS AND CONCLUSION:(1)There were statistically significant differences in age,menopause age,body mass index,fracture history,number of fractured vertebra before surgery,bone cement leakage,bone density,postoperative kyphotic deformity angle,and preoperative Oswestry disability index between the two groups(P<0.05).(2)Multivariate logistic regression analysis results showed that age(>69 years old),menopause age(≤51 years old),body mass index(>24.7 kg/m2),fracture history(presence),number of fractured vertebra before surgery(≥2),and postoperative kyphotic deformity angle(>13°)were independent risk factors for adjacent vertebral refracture in elderly female osteoporotic vertebral compression fracture patients(P<0.05).(3)Nomogram prediction model decision curve results displayed that when the risk threshold was>0.09,this prediction model provided significant additional clinical net benefit.(4)These findings indicate that older age,lower menopause age,higher body mass index,history of fracture,more vertebra fractures before surgery,and larger kyphosis angle after surgery are independent factors for adjacent vertebral refracture in elderly women with osteoporotic vertebral compression fracture.This Nomogram prediction model will provide important strategic guidance for the prevention and treatment of adjacent vertebral refracture in elderly women with osteoporotic vertebral compression fracture.
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Objective To study the application effect of quality control circle(QCC)in reducing the dissatisfaction rate of physical examination clients in health management center.Methods To establish QCC,selected the health check-up popula-tion in our hospital in September-2019 and March-2020,through the questionnaire investigation and analysis,compare the dis-satisfaction of the clients before and after the quality control circle.Results After carrying out QCC activities,the dissatisfaction of physical examination clients was significantly lower than that before QCC,and the difference was statistically significant(P＜0.05).Conclusion The activities of QCC in the health management center can effectively improve the quality of the physical examination work and reduce the dissatisfaction of the customers in the physical examination.It is of great significance to the health management.