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 identify the latent class characteristics of health literacy and related factors among junior high school students, so as to provide evidence for developing precise and systematic health literacy promotion strategies. Methods: In November 2024, a two stage random cluster sampling method was used to conduct a questionnaire survey among 8 933 junior high school students in Zhongshan. Health literacy was assessed across six dimensions: health behavior and lifestyle, disease prevention and control, mental health, growth development and puberty health, safety emergency and risk avoidance, and medical knowledge and appropriate healthcare utilization. Latent profile analysis was used to identify distinct health literacy classes, and multinomial Logistic regression was applied to analyze the related factors. Results: Three latent classes of health literacy among junior high school students were identified: the well balanced type(71.7%，6 406), the medical knowledge deficit type(22.3%，1 992), and the overall low literacy type(6.0%，537). Logistic regression analysis showed that girls had lower risks of belonging to the medical knowledge deficit type( OR =0.53, 95% CI =0.48-0.59) and the overall low literacy type( OR =0.27,95% CI =0.22-0.33) compared with boys(both P <0.05). Students in rural schools had the highest risks of belonging to these two profiles above [ OR (95% CI ) =1.89 (1.61-2.21), 3.18 (2.50-4.06),both P <0.05]. Junior high school students having ≥2 siblings were positively associated with belonging to these two profiles, with risks 1.60 (95% CI = 1.35-1.89) and 2.25 times (95% CI =1.66-3.05) higher than those of only children (both P <0.05). Junior high school students with parental education of bachelor s degree or above were associated with lower risk of belonging to the medical knowledge deficit type (father: OR =0.63, 95% CI =0.47-0.84; mother: OR =0.68, 95% CI = 0.52 -0.90,both P <0.05). Junior high school students with receiving health education courses ≥3 times per month were associated with lower risks of belonging to both the medical knowledge deficit type and overall low literacy type ( OR =0.51, 95% CI =0.43- 0.60 ; OR =0.33, 95% CI =0.25-0.42, both P <0.05). Conclusions Three latent classes of health literacy exist among junior high school students in Zhongshan. Targeted interventions should be implemented based on profile characteristics, with an emphasis on strengthening medical knowledge education and providing comprehensive support for vulnerable groups.

ObjectiveTo investigate the effects of lectin-like oxidized low-density lipoprotein receptor-1 （LOX-1） gene G501C on brain structure and cognitive function in patients with white matter hyperintensities （WMH）. MethodsA total of 118 patients with WMH were enrolled. All participants underwent T1-weighted and T2-fluid-attenuated inversion recovery （T2-FLAIR） MRI to assess gray matter structure and WMH burden， and completed the mini-mental state examination （MMSE） and Montreal cognitive assessment （MoCA）. Partial correlation and mediation analyses were performed to explore the impact of LOX-1 polymorphism on cognitive function. ResultsParticipants were divided into GG+GC group （n = 35） and CC group （n = 83）. The GG+GC group showed lower MMSE and MoCA scores （MMSE： P=0.003； MOCA： P=0.015）， as well as greater WMH burden （all P0.001）， compared with the CC group. Voxel-based morphometry （VBM） analysis revealed reduced left thalamic volume in the GG+GC group， which was correlated with cognitive scores （all P0.05）. Subregional thalamic analysis further showed volume reductions in the lateral， ventral， medial， and pulvinar thalamic regions （all P0.05） in the GG+GC group， all positively associated with cognitive performance （all P0.05）. Mediation analyses indicated that volumes of the medial and pulvinar thalamic regions mediated the association between genotype and cognitive function （MMSE， MoCA）， and that WMH volume mediated the effect on MoCA scores. ConclusionThe LOX-1 G501C polymorphism may indirectly affect cognitive function by influencing specific thalamic subregional volumes and white matter damage， suggesting a potential mediating role of thalamic structures between genetic background and cognitive impairment.

Abstract In recent years, the prevalence of overweight and obesity among children and adolescents has risen rapidly, posing a serious threat to their physical and mental health. To provide scientific, systematic, and standardized weight management guidance for overweight and obese children and adolescents, the study focuses on the core concept of healthy lifestyle intervention, integrates multidisciplinary expert opinions and research findings,and proposes a comprehensive multidisciplinary intervention framework covering scientific exercise intervention, precise nutrition and diet, optimized sleep management, and standardized psychological support. It calls for the establishment of a multi agent collaborative management mechanism led by the government, implemented by families, fostered by schools, initiated by individuals, optimized by communities, reinforced by healthcare, and coordinated by multiple stakeholders. Emphasizing a child and adolescent centered approach, the consensus advocates for comprehensive, multi level, and personalized guidance strategies to promote the internalization and maintenance of a healthy lifestyle. It serves as a reference and provides recommendations for the effective prevention and control of overweight and obesity, and enhancing the health level of children and adolescents.

Objective: To investigate the correlation of emotional and behavioral problems with sleep problems in children with cerebral palsy, so as to provide reference for intervention of emotional and behavioral problems in children. Methods: A cross sectional survey was conducted, and 402 children aged 6-18 with cerebral palsy who were adopted by social welfare institutions in Guangzhou City from January 2023 to January 2024 were selected to investigate their full time nurses. The Parents Strengths and Difficulties Questionnaire (SDQ) was used to assess the emotional and behavioral problems of children with cerebral palsy, and the Children s Sleep Habits Questionnaire (CSHQ) was used to assess sleep problems. Multiple linear regression analysis was used to analyze the correlation between the sleep problem of children with cerebral palsy and the emotional and behavioral problems. Results: The prevalence of emotional and behavioral difficulties among children with cerebral palsy was 15.7%. The median sleep problem score of children with emotional and behavioral problems [37.0(36.0, 41.0)] was significantly higher than that of children without emotional and behavioral [35.0(34.0, 36.0)] ( Z =-5.74, P <0.01). The results of multiple linear regression analysis showed that after adjusting covariables such as age, gender, cerebral palsy classification, language retardation, visual impairment and epilepsy, the total sleep problem score of children with cerebral palsy was positively correlated with the total difficulty score ( β= 0.28, 95%CI =0.17-0.34, P <0.05). Conclusions Sleep problems in children with cerebral palsy are associated with emotional and behavioral difficulties. Understanding of the management of sleep problems in children with cerebral palsy should be enhanced to reduce the incidence of emotional and behavioral problems in children with cerebral palsy.

OBJECTIVE To analyze the plasma-entering components of the ethanol extract of Yu-Ping-Feng-San by ultra-per-formance liquid chromatography-quadrupole-time of flight tandem mass spectrometry(UPLC-Q-TOF-MS)technology,so as to pro-vide a reference for the study of the pharmacological substances of Yu-Ping-Feng-San.METHODS Male BALB/c mice were ga-vaged with the ethanol extract of Yu-Ping-Feng-San(6.5 g·kg-1),and plasma samples were collected before administration(0 h)and 1,2,4,6,8,and 12 h after administration.The UPLC-Q-TOF-MS technology was used to analyze and identify the components absorbed into the plasma.RESULTS A total of 73 chemical components in the ethanol extract of Yu-Ping-Feng-San were identi-fied,and 26 plasma-entering components were identified in all plasma samples.Among the plasma-entering components,11 compo-nents were from Saposhnikoviae Radix,and 15 components were from Radix Astragali.CONCLUSION The chemical components and plasma-entering components of the ethanol extract of Yu-Ping-Feng-San were analyzed comprehensively,which provides a reference for further clarifying the pharmacological substance basis and mechanism of action of Yu-Ping-Feng-San.

Objective:To understand the related factors of new-type drugs use and high-risk behaviors in online-dating men who have sex with men (MSM) in Shandong Province, and provide evidence for the development of targeted HIV prevention and intervention strategies.Methods:A cross-sectional study was conducted from April to July 2023 in eight sentinel surveillance sites across cities in Shandong, recruiting MSM participants. Each city enrolled a sample of 400 individuals. Face-to-face questionnaire surveys were conducted to collect data on socio-demographic characteristics, drug use and sexual behaviors, risk perception, and online-dating practices of the MSM, and χ2 test was used to compare the differences between online-dating MSM who used new-type drugs and those who didn't use. Logistic regression model was used to analyze the related factors of group sex behavior and the lack of HIV detection before sexual behavior in the online-dating MSM. Statistical analysis was performed by using software SPSS 29.0. Results:A total of 3 235 MSM were surveyed, in whom 2 787 (86.15%) used online-dating platforms to find partners in the past six months. The majority were those who were aged 25-34 years (39.18%, 1 092/2 787), unmarried/divorced/widowed (71.51%, 1 993/2 787), had an education level of college or above (69.36%, 1 933/2 787), and primarily identified as homosexual gays (77.97%, 2 173/2 787), 37.78% (1 053/2 787) believed that they were at low risk for HIV infection and 10.88% (303/2 786) believed that using new-type drugs was less harmful and 57.59% (1 605/2 787) reported new-type drugs use. Multivariate logistic regression analysis indicated that MSM who used new-type drugs had higher risk for group sex in the past six months (a OR=1.31, 95% CI: 1.06-1.63) and sexual activity without pre-HIV testing (a OR=1.57, 95% CI:1.14-2.15) compared with those who didn't use new-type drugs.MSM who believed that the risk of using new-type drugs was general, higher and very high had higher risks for group sex in the past six months (a OR=1.54, 95% CI: 1.09-2.18) and sexual activity withou pre-HIV testing (a OR=2.02, 95% CI:1.34-3.05) compared with those who believed using new-type drugs was less harmful. Conclusions:The use of new-type drugs was relatively common in the online-dating MSM in Shandong, with widespread high-risk behaviors and poor awareness of risks to health. A gap between knowledge awareness and behavior exists. It is necessary to strengthen the health education and promotion of HIV informed dating practices in MSM.

Objective:To understand the related factors of new-type drugs use and high-risk behaviors in online-dating men who have sex with men (MSM) in Shandong Province, and provide evidence for the development of targeted HIV prevention and intervention strategies.Methods:A cross-sectional study was conducted from April to July 2023 in eight sentinel surveillance sites across cities in Shandong, recruiting MSM participants. Each city enrolled a sample of 400 individuals. Face-to-face questionnaire surveys were conducted to collect data on socio-demographic characteristics, drug use and sexual behaviors, risk perception, and online-dating practices of the MSM, and χ2 test was used to compare the differences between online-dating MSM who used new-type drugs and those who didn't use. Logistic regression model was used to analyze the related factors of group sex behavior and the lack of HIV detection before sexual behavior in the online-dating MSM. Statistical analysis was performed by using software SPSS 29.0. Results:A total of 3 235 MSM were surveyed, in whom 2 787 (86.15%) used online-dating platforms to find partners in the past six months. The majority were those who were aged 25-34 years (39.18%, 1 092/2 787), unmarried/divorced/widowed (71.51%, 1 993/2 787), had an education level of college or above (69.36%, 1 933/2 787), and primarily identified as homosexual gays (77.97%, 2 173/2 787), 37.78% (1 053/2 787) believed that they were at low risk for HIV infection and 10.88% (303/2 786) believed that using new-type drugs was less harmful and 57.59% (1 605/2 787) reported new-type drugs use. Multivariate logistic regression analysis indicated that MSM who used new-type drugs had higher risk for group sex in the past six months (a OR=1.31, 95% CI: 1.06-1.63) and sexual activity without pre-HIV testing (a OR=1.57, 95% CI:1.14-2.15) compared with those who didn't use new-type drugs.MSM who believed that the risk of using new-type drugs was general, higher and very high had higher risks for group sex in the past six months (a OR=1.54, 95% CI: 1.09-2.18) and sexual activity withou pre-HIV testing (a OR=2.02, 95% CI:1.34-3.05) compared with those who believed using new-type drugs was less harmful. Conclusions:The use of new-type drugs was relatively common in the online-dating MSM in Shandong, with widespread high-risk behaviors and poor awareness of risks to health. A gap between knowledge awareness and behavior exists. It is necessary to strengthen the health education and promotion of HIV informed dating practices in MSM.

OBJECTIVE To analyze the plasma-entering components of the ethanol extract of Yu-Ping-Feng-San by ultra-per-formance liquid chromatography-quadrupole-time of flight tandem mass spectrometry(UPLC-Q-TOF-MS)technology,so as to pro-vide a reference for the study of the pharmacological substances of Yu-Ping-Feng-San.METHODS Male BALB/c mice were ga-vaged with the ethanol extract of Yu-Ping-Feng-San(6.5 g·kg-1),and plasma samples were collected before administration(0 h)and 1,2,4,6,8,and 12 h after administration.The UPLC-Q-TOF-MS technology was used to analyze and identify the components absorbed into the plasma.RESULTS A total of 73 chemical components in the ethanol extract of Yu-Ping-Feng-San were identi-fied,and 26 plasma-entering components were identified in all plasma samples.Among the plasma-entering components,11 compo-nents were from Saposhnikoviae Radix,and 15 components were from Radix Astragali.CONCLUSION The chemical components and plasma-entering components of the ethanol extract of Yu-Ping-Feng-San were analyzed comprehensively,which provides a reference for further clarifying the pharmacological substance basis and mechanism of action of Yu-Ping-Feng-San.

OBJECTIVE: To investigate the clinical application of high-frequency color Doppler ultrasound (HFCDU) in detecting perforators in the deep adipose layers for harvesting super-thin anterolateral thigh flap (ALTF). METHODS: Between August 2019 and January 2023, 45 patients (46 sides) with skin and soft tissue defects in the foot and ankle were treated, including 29 males and 16 females, aged from 22 to 62 years, with an average of 46.7 years. The body mass index ranged from 19.6 to 36.2 kg/m ², with an average of 23.62 kg/m ². The causes of injury included traffic accident injury in 15 cases, heavy object crush injury in 20 cases, mechanical injury in 8 cases, heat crush injury in 1 case, and chronic infection in 1 case. There were 20 cases on the left side, 24 cases on the right side, and 1 case on both sides. After thorough debridement, the wound size ranged from 5 cm×4 cm to 17 cm×11 cm. All patients underwent free super-thin ALTF transplantation repair. HFCDU was used to detect the location of the perforators piercing the deep and superficial fascia, as well as the direction and branches of the perforators within the deep adipose layers before operation. According to the preoperative HFCDU findings, the dimensions of the super-thin ALTF ranged from 6 cm×4 cm to 18 cm×12 cm. The donor sites of the flaps were directly sutured. RESULTS: A total of 55 perforators were detected by HFCDU before operation, but 1 was not found during operation. During operation, a total of 56 perforators were found, and 2 perforators were not detected by HFCDU. The positive predictive value of HFCDU for identifying perforator vessels was 98.2%, and the sensitivity was 96.4%. Among the 54 perforators accurately located by HFCDU, the orientation of the perforators in the deep adipose layers was confirmed during operation. There were 21 perforators (38.9%) traveled laterally and inferiorly, 12 (22.2%) traveled medially and inferiorly, 14 (25.9%) traveled laterally and superiorly, 5 (9.3%) traveled medially and superiorly, and 2 (3.7%) ran almost vertically to the body surface. Among the 54 perforators accurately located by HFCDU, 35 were identified as type 1 perforators and 12 as type 2 perforators (HFCDU misidentified 7 type 2 perforators as type 1 perforators). The sensitivity of HFCDU in identifying type 1 perforators was 100%, with a positive predictive value of 83.3%. For type 2 perforators, the sensitivity was 63.2%, and the positive predictive value was 100%. The surgeries were successfully completed. The super-thin ALTF had a thickness ranging from 2 to 6 mm, with an average of 3.56 mm. All super-thin ALTF survived, however, 1 flap experienced a venous crisis at 1 day after operation, but it survived after emergency exploration and re-anastomosis of the veins; 1 flap developed venous crisis at 3 days after operation but survived after bleeding with several small incisions; 3 flaps had necrosis at the distal edge of the epidermis, which healed after undergoing dressing changes. All 45 patients were followed up 6-18 months (mean, 13.6 months). Three flaps required secondary defatting procedures, while the rest had the appropriate thickness, and the overall appearance was satisfactory. CONCLUSION Preoperative application of HFCDU to detect the perforator in the deep adipose layers can improve the success and safety of the procedure by facilitating the harvest of super-thin ALTF.
Male ; Female ; Humans ; Thigh/surgery* ; Plastic Surgery Procedures ; Prospective Studies ; Skin Transplantation ; Free Tissue Flaps ; Burns ; Soft Tissue Injuries/surgery* ; Ultrasonography, Doppler, Color ; Crush Injuries/surgery* ; Perforator Flap ; Treatment Outcome