BackgroundLow medication compliance among patients with severe mental disorders increases the disease burden on both the patients' families and the society. Medication adherence is influenced by numerous factors. Traditional methods such as Logistic regression struggle to quantify the importance of these factors. By introducing Extreme Gradient Boosting （XGBoost） combined with Shapley Additive Explanations （SHAP）， enables the quantification of the relative contribution weights of each factor， providing support for identifying the core influencing factors. ObjectiveTo explore the influencing factors of medication adherence among patients with severe mental disorders in Zhuhai， aiming to provide references for optimizing patient management strategies. MethodsExtract the data of patients with severe mental disorders who were registered on the mental health system platform in Zhuhai City from January 1， 2023 to March 31， 2025. A total of 9 329 patients were finally included for analysis. Influencing factors were screened using univariate analysis and multivariate logistic regression analysis， and an XGBoost model combined with the SHAP algorithm was constructed to quantify the importance of each influencing factor. ResultsAmong 9 329 patients， 8 446 demonstrated medication adherence， yielding an adherence rate of 90.53%. Multivariable analysis identified several risk factors significantly associated with medication non-adherence， being unmarried （OR=1.237， 95% CI： 1.019–1.502） or divorced （OR=1.389， 95% CI： 1.038–1.832）， a diagnosis of mental retardation with psychiatric disorders （OR=3.025， 95% CI： 2.402–3.796） or paranoid psychosis （OR=5.117， 95% CI： 3.086–8.299）， a disease duration of 2–4 years （OR=1.355， 95% CI： 1.085–1.696）， 4–6 years （OR=2.143， 95% CI： 1.671–2.747）， or >6 years （OR=1.681， 95% CI： 1.365–2.079）， lack of guardian subsidies （OR=1.412， 95% CI： 1.099–1.801）， absence of a disability certificate （OR=1.900， 95% CI： 1.588–2.282）， not being enrolled in care and support groups （OR=1.384， 95% CI： 1.183–1.617） or community services （OR=1.313， 95% CI： 1.042–1.645）， and not cohabiting with a guardian （OR=1.257， 95% CI： 1.048–1.501）. Conversely， the enrollment in special outpatient disease programs （OR=0.716， 95% CI： 0.609–0.842） and a family history of mental illness （OR=0.713， 95% CI： 0.503–0.982） were identified as protective factors. The XGBoost model exhibited robust predictive performance， with a sensitivity of 0.433， specificity of 0.944， accuracy of 0.891， Area Under the Curve （AUC） of 0.837， and F1 value of 0.449. Feature importance ranking indicated that the top three factors were disease duration， diagnosis， and the acquisition of disability certificates. ConclusionPolicy-based support （acquisition of disability certificates， special outpatient disease enrollment） and clinical disease characteristics （disease duration， diagnosis type） are key factors affecting medication adherence among patients with severe mental disorders in Zhuhai City. ［Funded by Zhuhai Medical Research Project （number， 2220009000281）］

Objective:To explore the relationship between medical students' sense of meaning in life and professional commitment, to analyze the mediating role of psychological resilience and the moderating role of social connectedness, and to provide suggestions for medical students' education.Methods:Questionnaires were administered to 899 medical students from four medical colleges and universities in Beijing, China using the Meaning in Life, Professional Commitment, Psychological Resilience, and Social Connectedness scales. Pearson correlation analysis was performed using SPSS 25.0 software, and the mediating role of psychological resilience and the moderating role of social connectedness were tested based on the Process plug-in.Results:The scores of medical students' sense of meaning in life, professional commitment, psychological resilience, and social connectedness were (44.87±8.64), (95.35±18.08), (89.25±15.16), and (28.31±11.25) points, respectively; there was a significant positive correlation between the four variables ( r=0.19-0.71, all P<0.01); the sense of meaning in life significantly and positively predicted medical students' professional commitment ( β=1.48, P<0.05); psychological resilience partially mediated the relationship between the sense of meaning in life and professional commitment, with the mediating effect accounting for 20.41% of the total effect; social connectedness played a moderating role in the "Psychological Resilience-Professional Commitment" pathway. Conclusions:The level of professional commitment of medical students is positively influenced by the factors of sense of meaning in life, psychological resilience, and social connectedness. Colleges and universities should pay attention to the influence of these factors and carry out targeted educational work.

Objective To develop a rehabilitation nursing model for knee osteoarthritis(KOA)of external treatment in traditional Chinese medicine(TCM).Methods Between February and June 2023,a preliminary KOA rehabilitation nursing model was developed through literature search and semi-structured interview method.Two rounds of Delphi consultations were conducted with the selected experts,to establish a rehabilitation nursing model for KOA of TCM external treatment.Results A total of 24 experts from different regions participated in the consultation.The final rehabilitation nursing model of TCM external treatment for KOA included 3 primary indicators,16 secondary indicators and 91 tertiary indicators.The response rates from the two rounds of expert consultation were 96.00%and 100.00%,respectively,and the rates of expert opinion proposal were 58.33%and 8.33%,respectively.The expert authority coefficient were 0.906 and 0.923.The two rounds of expert consultation were 0.137 and 0.236 in Kendall's coefficient of concordance(W),with statistically significant differences(both P<0.001).The importance scores of each item in the second inquiry ranged from 3.75 to 4.88,and the coefficient of variation ranged from 0.07 to 0.30,and the full score ratio ranged from 20.83%to 87.50%.Conclusion The rehabilitation nursing model for KOA of TCM external treatment developed in this study is significant,scientific and feasible.It provides a guidance for medical professionals.

BACKGROUND:Cistanoside A has the effects of anti-inflammation,antioxidation,antioxidation,reducing renal damage and anti-osteoporosis,but its effect on osteoclast differentiation,function and its underlying molecular mechanisms remain unclear. OBJECTIVE:To investigate the effect of Cistanoside A on osteoclast differentiation and bone resorption induced by receptor activator of nuclear factor kappa-B ligand(RANKL)in vitro and its mechanism. METHODS:Bone marrow macrophages were obtained from the femur and tibia of 4-6-week-old C57BL/6 mice.The cytotoxic effect of Cistanoside A(5,10,20,40,80,and 160 μmol/L)on bone marrow macrophage viability was examined using the cell counting kit-8 assay kit.Tartrate-resistant acid phosphatase staining was performed to observe the effect of different concentrations of Cistanoside A on osteoblast differentiation and its effective intervention concentration was determined.There was positive control group,Cistanoside A low,medium,and high dose groups(40,80,and 160 μmol/L).After cell attachment,50 ng/mL RANKL was added to induce osteoblast differentiation,and the corresponding dose of Cistanoside A was added to the Cistanoside A low,medium,and high dose groups,respectively.F-actin ring and 2-(4-Amidinophenyl)-6-indolecarbamidine dihydrochloride staining were performed to detect the effects of Cistanoside A on the formation of osteoclasts.Toluidine blue staining of bone abrasion slices was used to observe the effects of Cistanoside A on bone resorption function of osteoclasts.The expression of upstream and downstream proteins of the JNK/MAPK pathway was detected by Western blot.The expression of genes related to osteoclast differentiation and bone resorption function such as tartrate-resistant acid phosphatase,DC-STAMP,Nfatc-1,Ctsk and c-Fos was detected by RT-qPCR. RESULTS AND CONCLUSION:Tartrate-resistant acid phosphatase staining,F-actin ring staining and resorption pit assay showed that Cistanoside A significantly inhibited RANKL-induced osteoclast differentiation and bone resorption in a dose-dependent manner compared with the positive control group.The results of RT-qPCR showed that compared with the positive control group,both high and low dose groups of Cistanoside A could significantly downregulate the mRNA expression of tartrate-resistant acid phosphatase,DC-STAMP,Nfatc-1,Ctsk and c-Fos in a dose-dependent manner.The results of western blot assay showed that the high dose group of Cistanoside A significantly inhibited the expression of p-JNK protein at 10,20,30 and 60 minutes of intervention;compared with the positive control group,Cistanoside A significantly inhibited the expression of Nfatc1 and c-Fos proteins in a dose-dependent manner.To conclude,Cistanoside A could inhibit the formation and bone resorption of osteoclasts by reducing the level of p-JNK protein,inhibiting the activation of MAPK pathway and the expression of key genes in osteoclasts.

Objective To develop a rehabilitation nursing model for knee osteoarthritis(KOA)of external treatment in traditional Chinese medicine(TCM).Methods Between February and June 2023,a preliminary KOA rehabilitation nursing model was developed through literature search and semi-structured interview method.Two rounds of Delphi consultations were conducted with the selected experts,to establish a rehabilitation nursing model for KOA of TCM external treatment.Results A total of 24 experts from different regions participated in the consultation.The final rehabilitation nursing model of TCM external treatment for KOA included 3 primary indicators,16 secondary indicators and 91 tertiary indicators.The response rates from the two rounds of expert consultation were 96.00%and 100.00%,respectively,and the rates of expert opinion proposal were 58.33%and 8.33%,respectively.The expert authority coefficient were 0.906 and 0.923.The two rounds of expert consultation were 0.137 and 0.236 in Kendall's coefficient of concordance(W),with statistically significant differences(both P<0.001).The importance scores of each item in the second inquiry ranged from 3.75 to 4.88,and the coefficient of variation ranged from 0.07 to 0.30,and the full score ratio ranged from 20.83%to 87.50%.Conclusion The rehabilitation nursing model for KOA of TCM external treatment developed in this study is significant,scientific and feasible.It provides a guidance for medical professionals.

Objective:To explore the relationship between medical students' sense of meaning in life and professional commitment, to analyze the mediating role of psychological resilience and the moderating role of social connectedness, and to provide suggestions for medical students' education.Methods:Questionnaires were administered to 899 medical students from four medical colleges and universities in Beijing, China using the Meaning in Life, Professional Commitment, Psychological Resilience, and Social Connectedness scales. Pearson correlation analysis was performed using SPSS 25.0 software, and the mediating role of psychological resilience and the moderating role of social connectedness were tested based on the Process plug-in.Results:The scores of medical students' sense of meaning in life, professional commitment, psychological resilience, and social connectedness were (44.87±8.64), (95.35±18.08), (89.25±15.16), and (28.31±11.25) points, respectively; there was a significant positive correlation between the four variables ( r=0.19-0.71, all P<0.01); the sense of meaning in life significantly and positively predicted medical students' professional commitment ( β=1.48, P<0.05); psychological resilience partially mediated the relationship between the sense of meaning in life and professional commitment, with the mediating effect accounting for 20.41% of the total effect; social connectedness played a moderating role in the "Psychological Resilience-Professional Commitment" pathway. Conclusions:The level of professional commitment of medical students is positively influenced by the factors of sense of meaning in life, psychological resilience, and social connectedness. Colleges and universities should pay attention to the influence of these factors and carry out targeted educational work.

Objective:To investigate the prevalence and potential classification of symptoms after total knee arthroplasty (TKA) in patients with knee osteoarthritis (KOA), and to analyze the differences in demographic characteristics and surgical data, compare the different potential subgroups, in order to provide a basis for clinical symptom management plans.Methods:This study was a multicenter cross-sectional survey. Through convenience sampling, patients with KOA undergoing TKA in the orthopaedic wards of four tertiary hospitals in Urumqi were selected as the study from November 2023 to February 2024. The study subjects were surveyed using a general information questionnaire, the Visual Analogue Scale (VAS) for pain, the Hospital Anxiety and Depression Scale (HADS), and the Pitts Burgh Sleep Quality Index (PSQI), and the degree of postoperative joint swelling and size of ecchymosis were measured. Latent class analysis was performed using Mplus 8.3 software, and Logistic regression analysis was conducted using SPSS 26.0 software to explore the influencing factors of the latent classes.Results:Totally 337 effective questionnaires were collected, and the recovery rate was 94.7% (337/356), and the age distribution ranged from 47 to 85 (65.19 ± 6.99) years old, with 90 (26.7%) males and 247 (73.3%) females. There were 92.3% (311/337) of TKA patients with postoperative symptom cluster. The symptom cluster of patients with TKA were identified as 3 classes. They were named as "high level pain-psychological disorder group"(12.5%, 39/311), "high bruises-moderate psychological disorders group"(25.4%, 79/311) and "low symptom burden group" (62.1%, 193/311). The results of the unordered multi-class logistic regression analysis showed that age 45-59 years ( OR = 2.367), body mass index 24.0-27.9 kg/m 2 ( OR = 0.207), living with children/parents ( OR = 6.473), and this being the second joint surgery ( OR = 0.040) were the factors influencing the "high level pain-psychological disorders group" (all P<0.05). The factors influencing the "high bruises-moderate psychological disorders group" were living with children/parents ( OR = 4.023), comorbid chronic diseases ( OR = 1.979, 3.842), and intraoperative blood loss ≤100 ml ( OR = 2.342) (all P<0.05). Conclusions:The postoperative symptom cluster of TKA patients have a relatively high incidence, and there is heterogeneity within the symptom cluster, so nurses need to identify at-risk patients early according to the characteristics of different categories and give interventions.

A 57-year-old male patient with brain metastases after radical resection of adenocarcinoma of the lung and adjuvant chemotherapy received anlotinib 12 mg orally once daily (2 weeks on and 1 week off) combined with temozolomide 150 mg orally once daily (3 weeks on and 1 week off). After 5 months of treatments, the patient developed symptoms such as cough, chest tightness, and exertional dyspnea, which gradually worsened. No obvious abnormalities were found in laboratory tests, electrocar-diogram, or cardiac echocardiography. Chest CT examination showed interstitial pulmonary edema in bilateral lungs, which was considered to be related to anlotinib. Anlotinib and temozolomide treatments were stopped and glucocorticoid and symptomatic treatments were given. Five days later, the patient′s cough, chest tightness, and other symptoms were relieved. Anlotinib was replaced by bevacizumab, which was combined with temozolomide to continue the anti-tumor treatment, and the patient did not experience discomfort. One month later, chest CT showed that the interstitial edema in bilateral lungs was markedly absorbed.

A 57-year-old male patient with brain metastases after radical resection of adenocarcinoma of the lung and adjuvant chemotherapy received anlotinib 12 mg orally once daily (2 weeks on and 1 week off) combined with temozolomide 150 mg orally once daily (3 weeks on and 1 week off). After 5 months of treatments, the patient developed symptoms such as cough, chest tightness, and exertional dyspnea, which gradually worsened. No obvious abnormalities were found in laboratory tests, electrocar-diogram, or cardiac echocardiography. Chest CT examination showed interstitial pulmonary edema in bilateral lungs, which was considered to be related to anlotinib. Anlotinib and temozolomide treatments were stopped and glucocorticoid and symptomatic treatments were given. Five days later, the patient′s cough, chest tightness, and other symptoms were relieved. Anlotinib was replaced by bevacizumab, which was combined with temozolomide to continue the anti-tumor treatment, and the patient did not experience discomfort. One month later, chest CT showed that the interstitial edema in bilateral lungs was markedly absorbed.

Objective:To study the clinical effect of sacrospinous ligament fixation (SSLF) and traditional vaginal hysterectomy on pelvic organ prolapse (POP) .Methods:A retrospective analysis was performed on 68 patients with POP of degree II-IV admittedl from Jan. 2017 to Dec. 2019. Among them, 33 patients were treated with SSLF (observation group) and 35 patients were treated with vaginal total hysterectomy (control group). Intraoperative blood loss, operative time, postoperative indwelling catheter and average length of hospital stay were compared between the two groups. The patients were followed up for 6 months, and the scores of pelvic floor dysfunction questionnaire-20 (PFDI-20) and sexual quality questionnaire -12 (PISQ-12) were used to evaluate the subjective satisfaction degree of postoperative recovery.Results:In the observation group, the intraoperative blood loss (173.94±52.14) ml, postoperative indurating catheter time (2.72±0.45) d and average length of hospital stay (7.09±0.63) d were observed. There were statistically significant differences in intraoperative blood loss (228.86±53.40) ml, postoperative induration time (4.54±0.61) d and mean hospital stay (9.22±0.81) d in the control group ( P<0.05). There was no significant difference in the operation time between the observation group (99.57±9.50) min and the control group (101.06±8.64) min, ( P>0.05). The improvement of PFDI-20 and PISQ-12 in both groups was significant before and after treatment. The PISQ-12 score of the observation group was higher than that of the control group 6 months after surgery, and the difference was statistically significant ( P <0. 05). There was no significant difference in PFDI-20 score between the two groups ( P>0.05). There was statistical significance in the positions of pop-Q indicators in the two surgical methods ( P < 0.05) . Conclusions:SSLF with uterus preservation and total vaginal hysterectomy are both effective in treatment of moderate and severe POP. However, SSLF with uterus preservation has less intraoperative blood loss, and the postoperative recovery is significantly better than that with total vaginal hysterectomy. In addition, it satisfies patients’ desire to preserve uterus, improves the postoperative sexual life quality, which is worthy of promotion.