1.Construction and validation of a medication deviation prediction model for hospital-to-home transition period in coronary heart disease patients with initial treatment
Yushuang LI ; Shu LI ; Qianying ZHANG ; Yan HUANG ; Kun LIU ; Xiulin GU ; Huanhuan JIANG
China Pharmacy 2026;37(4):491-496
OBJECTIVE To develope a predictive model for medication deviation risks during the hospital-to-home transition period in coronary heart disease (CHD) patients with initial treatment, aiming to assist medical staff in rapidly identifying high-risk groups for medication deviation. METHODS A total of 462 CHD patients with initial treatment from the Affiliated Hospital of North China University of Science and Technology (hereinafter referred to as “our hospital”) between January and July 2024 were enrolled. The patients were randomly divided into a modeling group and an internal validation group. The modeling group was further categorized into a medication deviation group and a non-medication deviation group based on whether medication deviations occurred. Similarly, 57 CHD patients with initial treatment from the cardiology department of our hospital between June and September 2025 were collected as an external validation group. Univariate analysis was used to screen predictive factors, followed by multivariate Logistic regression to construct the predictive model. Internal validation methods were employed to evaluate model performance, while external validation methods were used to test the model’s generalizability. RESULTS The 462 patients were divided into a modeling group (319 cases) and an internal validation group (143 cases). In the modeling group, the medication deviation group (192 cases, 60.19%) and the non-medication deviation group (127 cases, 39.81%) were identified. Multivariate Logistic regression analysis revealed that age, medication type, medication adherence, and self-efficacy in rational medication use were predictive factors for medication deviations in CHD patients with initial treatment ( P <0.05). The predictive model equation was logit P =ln[ P /(1- P ) ] =1.321+1.732×age+4.091×medication type -4.360×medication adherence -3.081×self-efficacy in rational medication use. The model demonstrated good discrimination, with a Hosmer-Lemeshow goodness-of-fit test P -value of 0.439, an area under the receiver operating characteristic curve (AUC) of 0.870, sensitivity of 0.970, and specificity of 0.607. A risk nomogram with a total score of 350 points and a cutoff value of 110 points was plotted. The internal validation group showed an AUC o f 0.787 and a prediction accuracy of 77.6%, while the external validation group exhibited an AUC of 0.802 and a prediction accuracy of 73.7%. CONCLUSIONS This study successfully developed a predictive model for medication deviation risks during the hospital-to-home transition period in CHD patients with initial treatment. The model demonstrates excellent discrimination and predictive accuracy, effectively identifying high-risk populations for medication deviations. Age (>70 years), number of drug types≥5, poor medication adherence, and poor self-efficacy in rational medication use are independent risk factors for medication deviations.
2.Predictive modle for violence risk in hospitalized schizophrenia patients based on support vector machine
Huan LIU ; Peifang SHI ; Kun ZHANG ; Li KANG ; Yan ZHANG ; Long NA ; Binhong WANG ; Meiqing HE
Sichuan Mental Health 2026;39(1):27-35
BackgroundThe violent aggressive behaviors of patients with schizophrenia usually have the characteristics of suddenness, unpredictability, high severity, and great difficulty in prevention. Early identification and accurate assessment of their risk of violent aggression have significant clinical significance. ObjectiveTo construct a predictive model for the violence risk in hospitalized patients with schizophrenia, to identify the key factors influencing the occurrence of violent behavior in these patients, so as to provide references for clinical precise quantitative assessment and early intervention. MethodsA total of 200 patients with schizophrenia who were hospitalized at Taiyuan Psychiatric Hospital from March 2022 to September 2024 and met the diagnostic criteria of the International Classification of Diseases, eleventh edition (ICD-11) were collected to form the modeling cohort. They were randomly divided into a training set (n=140) and a test set (n=60) at a ratio of 7∶3. Based on the least absolute shrinkage and selection operator (LASSO) regression algorithm, the feature variables were screened and dimension-reduced. The support vector machine (SVM) from machine learning was selected for model training and prediction. The discrimination efficacy of the model was evaluated by the area under the receiver operating characteristic (ROC) curve (AUC), accuracy, precision, sensitivity, specificity, F1 value, and Brier value. ResultsLASSO regression screening identified 16 feature variables. Pearson correlation analysis revealed a positive correlation between prior violent behavior frequency and clinical psychiatric symptom scores (r=0.580, P<0.01), a positive correlation between hospitalization compliance and current disease status (r=0.550, P=0.003), and a positive correlation between educational level and family per capita monthly income (r=0.367, P<0.01). The SVM model achieved an AUC of 0.853, accuracy of 0.800, precision of 0.810, sensitivity of 0.895, specificity of 0.636, F1 value of 0.850, and Brier value of 0.168. ConclusionThe SVM model has a relatively high level of applicability and overall predictive performance in the assessment of violent risk in schizophrenia patients, which is helpful for the early identification of violent risks in such patients. [Funded by Specialized Research Project for Enhancing the Competence of Health Professionals in Taiyuan City (number, Y2023006)]
3.Effect of Wei's Huoxue Tongluo Formula(韦氏活血通络方)on Visual Function and Fundus Blood Flow in Treating Atrophic-Stage Non-Arteritic Anterior Ischemic Optic Neuropathy with Qi Deficiency and Blood Stasis
Yan WANG ; Linlin CAO ; Meiling HAO ; Xiaoding SHUI ; Simin SONG ; Kun DING ; Rilong ZHOU ; Yu LUO ; Yize HUANG ; Xiaoyu LIANG ; Liang LIAO
Journal of Traditional Chinese Medicine 2026;67(10):1062-1070
ObjectiveTo evaluate the efficacy and possible mechanism of Wei's Huoxue Tongluo Formula (韦氏活血通络方,WHTF) in treating atrophic-stage non-arteritic anterior ischemic optic neuropathy (NAION) with qi deficiency and blood stasis. MethodsA total of 82 atrophic-stage NAION patients with qi deficiency and blood stasis were randomly divided into a treatment group and a control group, with 41 cases in each group. The treatment group was given oral administration of WHTF twice a day plus acupoint injection of distilled water 2 ml at Taiyang (EX-HN5) once daily, while the control group received injection of compound anisodine injection 2 ml at Taiyang (EX-HN5) once daily and oral administration of WHTF placebo twice a day. Both groups received treatment for a course of 14 days. The best-corrected visual acuity (BCVA), optic disc perfusion density (PD), flux index (FI), macular superficial PD, vascular density (VD), and traditional Chinese medicine (TCM) syndrome scores were compared between groups before treatment and on day 7 and day 14 of treatment. Additionally, mean defect (MD) and mean sensitivity (MS) of visual fields were measured before treatment and on day 14, along with safety evaluation. ResultsAfter treatment, both groups showed significant improvement in BCVA, visual field MD and MS, and TCM syndrome scores (P<0.05 or P<0.01). On day 14 of treatment, the TCM syndrome score in the treatment group was significantly lower than that in the control group (P<0.05). There was no significant improvement in optic disc PD and FI, and macular superficial PD and VD after treatment in either group (P>0.05) except that on day 7 the macular superficial foveal PD in the control group was significantly better than that in the treatment group (P<0.05). During the treatment period, no serious adverse events occurred in either group. ConclusionWHTF can improve the visual function indicators including visual acuity and visual field, as well as TCM syndrome scores in atrophic-stage NAION patients with qi deficiency and blood stasis. It shows clinical safety, although it does not appear to have a significant effect on optic disc or macular blood flow.
4.Analyses of community chronic disease management efficiency in Shanghai: a case study of hypertension and diabetes
Kun LUO ; Fei WU ; Wei WANG ; Qianwei ZHANG ; Zhaoyu CHANG ; Yuan XU ; Chaowei FU ; Fei YAN ; Minna CHENG
Shanghai Journal of Preventive Medicine 2026;38(5):355-360
ObjectiveTo analyze the output and efficiency of chronic disease management services for hypertension and diabetes in community health service institutions in Shanghai, to evaluate the allocation and efficiency of chronic disease management resources, and to provide references for improving the efficiency of chronic disease management in Shanghai’s communities. MethodsA total of 73 community health institutions from 15 districts of Shanghai were selected. Based on the chronic disease management resource data of community health institutions in 2019, 2021, and 2023, descriptive methods and the BCC model in Data Envelopment Analysis (DEA) were used to analyze the resource allocation, service output, and the efficiency of chronic disease management services in community health institutions in Shanghai. ResultsFrom 2019 to 2023, the indicators of resource allocation and service output of community health service institutions in Shanghai all showed upward trends. In terms of service efficiency, the average number of chronic disease patients managed by each health technician decreased from 237 to 231, and the number of patients served per 1 000 working hours decreased from 54 to 44. DEA efficiency analyses showed that the average overall efficiency increased from 0.867 in 2019 to 0.886 in 2021 and then decreased to 0.811 in 2023. The average technical efficiency decreased from 0.901 to 0.847, which was the main reason for the decline in overall efficiency. The average scale efficiency showed an initial increase followed by a decrease, rising from 0.961 in 2019 to 0.977 in 2021 and dropping back to 0.955 in 2023. The number of strong effective districts (overall efficiency=1.000) decreased from 6 in 2019 to 3 in 2023, and the efficiency differences between districts expanded. The range of overall efficiency widened from 0.622‒1.000 to 0.513‒1.000, indicating a decline in overall efficiency and an increase in inter-district heterogeneity. ConclusionFrom 2019 to 2023, the total volume of resource allocation and service output for chronic disease management in community health service institutions in Shanghai increased continuously. However, both the service output efficiency and the overall resource allocation efficiency declined, driven primarily by a decrease in technical efficiency, and accompanied by widening inter‑district disparities.
5.A prospective cohort study on the associations between dietary patterns in early childhood and myopia 5 years later among children
Chinese Journal of School Health 2026;47(8):1080-1085
Objective:
To investigate the longitudinal associations between dietary patterns in early childhood and myopia among children, so as to provide evidence for improving early childhood dietary patterns and promoting healthy ocular development among children.
Methods:
Participants were derived from the Ma-anshan Birth Cohort (MABC). A total of 1 432 children were included. Dietary patterns at 2.5 years of age were collected in 2017 using a food frequency questionnaire completed by parents. In 2022, cycloplegic refraction and ocular biometric parameters were measured in children aged 7-8 years. Food components were grouped into tertiles ( T1-T 3), and latent class analysis (LCA) was used to identify dietary pattern at the age of 2.5. Log-binomial regression and multiple linear regression model were applied to examine the associations of dietary patterns and their latent classes with myopia, spherical equivalent (SE), and axial length (AL).
Results:
The prevalence of myopia among children was 23.9%. After adjusting for covariates, the T 2 group of cereals and tubers was negatively associated with myopia rate ( RR=0.72, 95%CI =0.57-0.90) and AL ( β=-0.15, 95%CI =-0.24 to -0.05), and positively associated with SE ( β=0.21, 95%CI =0.06-0.35)(all P <0.05). Linear regression models showed that the T 2 group of fruits and vegetables was positively associated with AL ( β=0.09, 95%CI =0.00- 0.19 ); the T 3 group of high sugar foods ( β=0.11, 95%CI =0.00-0.21) and the T 3 group of processed foods ( β= 0.10 , 95%CI =0.00-0.19) were positively associated with AL; total scores for high sugar foods ( β=0.07, 95%CI =0.00-0.14) and processed foods ( β=0.09, 95%CI =0.01-0.17) were positively associated with AL (all P <0.05). After adjusting for sex, age, and parental myopia, the comprehensive high intake pattern was positively associated with AL ( β=0.12, 95%CI =0.00-0.23, P <0.05). After further adjusting for daily screen time and daily outdoor activity time, the association was no longer statistically significant ( β= 0.11 , 95%CI =-0.00-0.23, P >0.05).
Conclusions
Moderate consumption of cereals and tubers in early childhood may reduce the risk of myopia and delay AL growth. In contrast, high sugar and highly processed diets may promote AL and increase myopia risk. Establishing healthy dietary habits in early childhood and limiting intake of high sugar and processed foods is crucial for promoting ocular development in children.
6.Yanghe Xiaonang Decoction (阳和消囊汤) for the Treatment of Polycystic Ovary Syndrome-Related Infertility with Healthy Qi Deficiency and Phlegm Stasis Syndrome:A Randomized Controlled Trial
Pengxuan YAN ; Jia FU ; Kun LI ; Jingchun ZHANG ; Yukun ZHAO ; Nanxing XIAN ; Wentong ZHU
Journal of Traditional Chinese Medicine 2026;67(18):1995-2002
ObjectiveTo observe the clinical efficacy and safety of Yanghe Xiaonang Decoction (阳和消囊汤, YXD) in the treatment of polycystic ovarian syndrome (PCOS)-related infertility with healthy qi deficiency and phlegm stasis syndrome. MethodsA total of 120 PCOS-related infertility participants with healthy qi deficiency and phlegm stasis syndrome were randomly divided into a treatment group and a control group in a 1∶1 ratio, with 60 cases in each group. The treatment group started taking YXD on the first day of the menstrual cycle, one dose daily, until the day of sexual intercourse when follicles matured and were released. Those without mature follicles or ovulation could take it until the 14th to 28th day. The control group was given oral letrozole at 2.5 mg daily starting on the 5th day of the menstrual cycle for 5 consecutive days. If the basal body temperature curve remained monophasic on the 28th day of the menstrual cycle, and no dominant follicle was detected by color Doppler ultrasound, estrogen plus progesterone or progesterone alone was administered for withdrawal bleeding, followed by a new treatment cycle. The treatment lasted for three consecutive menstrual cycles. Patients were followed up for 3 months upon confirmed pregnancy or after the completion of the 3rd treatment cycle. The clinical pregnancy rate, total effective rate, pregnancy rate, biochemical pregnancy rate, embryonic arrest rate, and ectopic pregnancy rate between the two groups were compared. Transvaginal color Doppler ultrasound was used for monitoring endometrial thickness, cyclic ovulation status, number of follicles between 2-9 mm, and the difference in transverse and longitudinal diameters of dominant follicles. The levels of endocrine hormone indicators including serum testosterone (T), prolactin (PRL), luteinizing hormone (LH), follicle-stimulating hormone (FSH), progesterone (P), estradiol (E2), free testosterone (F-T), androstenedione (ASD), inhibin B (INH-B), and anti-Müllerian hormone (AMH), as well as the total traditional Chinese medicine (TCM) symptom scores before and after treatment were compared between the two groups. ResultsA total of 58 patients in each group were included in the statistical analysis. The clinical pregnancy rate in the treatment group was 39.66% (23/58), higher than 22.41% (13/58) in the control group (P<0.05). The total effective rate in the treatment group was 96.55% (56/58), higher than 79.31% (46/58) in the control group (P<0.05). The biochemical pregnancy rate and embryonic arrest rate in the treatment group were lower than those in the control group (P<0.05). The treatment group was superior to the control group in increasing endometrial thickness and reducing the number of 2-9 mm follicles at the 2nd and 3rd cycles, as well as in improving the cyclic ovulation status and the difference in transverse and longitudinal diameters of dominant follicles at the 3rd cycle (P<0.05). After treatment, the treatment group exhibited significant reductions in serum T, LH, F-T, ASD, INH-B, and AMH levels (P<0.05). The control group also showed significant decreases in LH, F-T, INH-B, and AMH levels (P<0.05). The levels of F-T, INH-B, and AMH in the treatment group after treatment were lower than those in the control group (P<0.05). The improvement of the total TCM symptom score in the treatment group was superior to that in the control group (P<0.05). ConclusionYXD can significantly improve the clinical pregnancy rate, reduce the rates of biochemical pregnancy and embryonic arrest, alleviate clinical symptoms, increase endometrial thickness, enhance dominant follicles, and improve endocrine hormone levels in PCOS-related infertility with healthy qi deficiency and phlegm stasis syndrome, showing good safety.
7.Factors influencing advanced bone age in early adolescence: a birth cohort study tracking BMI and body composition
Hui CAO ; Shuangqin YAN ; Guopeng GAO ; Liangliang XIE ; Juan TONG ; Kun HUANG ; Xiaoyan WU ; Fangbiao TAO
Journal of Public Health and Preventive Medicine 2026;37(5):64-67
Objective To investigate the influencing factors of advanced bone age in early adolescence, and to provide a scientific basis for the early identification of children and adolescents with abnormal bone age development. Methods A prospective cohort study design was adopted. From July 2022 to September 2023, height, weight, and body composition data of children were collected, with the baseline age of the study participants being 8.42±0.50 years. Subsequently, from March 2024 to November 2025, these children in the cohort were followed up and their bone age development was monitored. In the end, a total of 1142 participants with complete data were included in the study. Results In early adolescence, there were 239 individuals (20.93%) with early bone age development and 103 (9.02%) with delayed development. The proportion of early bone age development was higher among individuals whose mothers had gestational hypertension during pregnancy, and the difference was statistically significant (χ2=8.90, P<0.05). The proportion of early bone age development was higher among boys, and the difference was statistically significant (χ2=41.69, P<0.001). Disordered multiclass logistic regression analysis showed that after adjusting for demographic factors, overweight (OR=2.65, 95%CI:1.81-3.88), obesity (OR=6.51, 95%CI: 4.45-9.53), and excessive body fat percentage (OR=4.60, 95% CI: 3.01-7.03) were associated with an increased risk of early bone age development in children and adolescents. Conclusion Being overweight/obese and having an excessive body fat percentage can increase the risk of early bone age development in adolescents.
8.Neuroprotective effects of asiaticoside by inhibiting excessive autophagy and apoptosis after transient cerebral ischemia in rats
Kun SHI ; Yan DOU ; Qingzhu GU ; Jusong GAO ; Zhiqiang LIU
Journal of Clinical Medicine in Practice 2025;29(8):78-85
Objective To explore the neuroprotective effects and mechanisms of asiaticoside(AS)in rats with transient cerebral ischemia.Methods One hundred male Sprague-Dawley(SD)rats were randomly divided into five groups:sham-operated(Sham)group,transient middle cerebral artery occlusion(tMCAO)group,and low-,medium-,and high-dose AS(AS-L,AS-M,AS-H)groups,with 20 rats in each group.Except for the Sham group,rats in the other four groups under-went tMCAO surgery.Rats in the AS-L,AS-M,and AS-H groups received intragastric administration of 20,40 and 80 mg/kg AS respectively,once daily for 7 days starting 1 hour post-surgery.Rats in the Sham and tMCAO groups received equivalent volumes of saline.Neurological deficit score,brain water content,and TTC staining were used to evaluate neurological impairment,cerebral edema,and infarct volume.HE staining and Nissl staining wereused to assess histopathological changes and neu-ronal damage.Autophagy was detected via transmission electron microscopy.Immunofluorescence staining was usedto analyze the expression and localization of microtubule-associated protein light chain 3B(LC3B).TUNEL staining was used to evaluate apoptosis,and Western blot was used to measure protein expression.Results Compared with the Sham group,rats in the tMCAO group ex-hibited significantly increased neurological deficit score,brain water content,infarct volume,and histopathological damage,as well as significantly decreased Nissl body counts(P<0.05).AS dose-dependently reduced neurological deficits,brain water content,infarct volume,and histopatho-logical damage while increased Nissl body numbers.The tMCAO group showed significantly higher numbers of autophagosomes,lysosomes,and LC3B-positive cells,along with significantly elevated LC3-Ⅱ/LC3-Ⅰ,Beclin-1,Bax,cleaved caspase-3 compared to the Sham group;in contrast,p-PI3K,p-Akt,and p-mTOR protein levels,intact mitochondria count and p62 and Bcl-2 protein levels were significantly lower inthe tMCAO group(P<0.05).Compared with the tMCAO group,AS treatment dose-dependently significantly decreased autophagosomes,lysosomes,LC3B-positive cells,and the expression of LC3-Ⅱ/LC3-Ⅰ,Beclin-1,Bax,cleaved caspase-3 while significantly increased p-PI3K,p-Akt,and p-mTOR protein,intact mitochondria and p62 and Bcl-2 levels(P<0.05).Conclusion AS exerts neuroprotective effects by inhibiting excessive autophagy and apopto-sis in rats with transient cerebral ischemia via activation of the PI3K/Akt/mTOR signaling pathway.
9.Relationships between perceived stress and depression in young males at high altitudes:the mediating role of self-compassion and the moderating role of cognitive flexibility
Haiwei FU ; Jiangshan FAN ; Xuewen WANG ; Kun CHEN ; Yan HONG ; Zonghua WANG
Military Medical Sciences 2025;49(10):754-761
Objective To find out about perceived stress,self-compassion,cognitive flexibility,and depression among young males at high altitudes,construct a relational model between perceived stress and depression,explore the relationship between perceived stress and depression,and examine the roles of self-compassion and cognitive flexibility.Methods Using the convenient sampling method,733 young males from a high-altitude unit were surveyed via the general information questionnaire,the Chinese Perceived Stress Scale(CPSS),the Cognitive Flexibility Inventory(CFI),Self-Compassion Scale(SCS)and Center for Epidemiologic Studies Depression Scales(CES-D).Results(1)TheCES-D score was 13.92±3.38.(2)Perceived stress was positively correlated with depression(r=0.28,P<0.01).(3)Self-compassion partially mediated the relationship between perceived stress and depression,accounting for 59.05%of the total effect.(4)Cognitive flexibility moderated the relationship between self-compassion and depression(P<0.05).Conclusion Young males at high altitudes exhibit notable levels of depressive symptoms.Perceived stress was significantly positively correlated with depression.By enhancing self-compassion and cognitive flexibility,the incidence of depressive symptoms among young males in prolonged high-stress conditions can be reduced.
10.Ursodeoxycholic acid inhibits the uptake of cystine through SLC7A11 and impairs de novo synthesis of glutathione
Fu'an XIE ; Yujia NIU ; Xiaobing CHEN ; Xu KONG ; Guangting YAN ; Aobo ZHUANG ; Xi LI ; Lanlan LIAN ; Dongmei QIN ; Quan ZHANG ; Ruyi ZHANG ; Kunrong YANG ; Xiaogang XIA ; Kun CHEN ; Mengmeng XIAO ; Chunkang YANG ; Ting WU ; Ye SHEN ; Chundong YU ; Chenghua LUO ; Shu-Hai LIN ; Wengang LI
Journal of Pharmaceutical Analysis 2025;15(1):189-207
Ursodeoxycholic acid(UDCA)is a naturally occurring,low-toxicity,and hydrophilic bile acid(BA)in the human body that is converted by intestinal flora using primary BA.Solute carrier family 7 member 11(SLC7A11)functions to uptake extracellular cystine in exchange for glutamate,and is highly expressed in a variety of human cancers.Retroperitoneal liposarcoma(RLPS)refers to liposarcoma originating from the retroperitoneal area.Lipidomics analysis revealed that UDCA was one of the most significantly down-regulated metabolites in sera of RIPS patients compared with healthy subjects.The augmentation of UDCA concentration(≥25 μg/mL)demonstrated a suppressive effect on the proliferation of liposarcoma cells.[15N2]-cystine and[13Cs]-glutamine isotope tracing revealed that UDCA impairs cystine uptake and glutathione(GSH)synthesis.Mechanistically,UDCA binds to the cystine transporter SLC7A11 to inhibit cystine uptake and impair GSH de novo synthesis,leading to reactive oxygen species(ROS)accumulation and mitochondrial oxidative damage.Furthermore,UDCA can promote the anti-cancer effects of ferroptosis inducers(Erastin,RSL3),the murine double minute 2(MDM2)inhibitors(Nutlin 3a,RG7112),cyclin dependent kinase 4(CDK4)inhibitor(Abemaciclib),and glutaminase inhibitor(CB839).Together,UDCA functions as a cystine exchange factor that binds to SLC7A11 for antitumor activity,and SLC7A11 is not only a new transporter for BA but also a clinically applicable target for UDCA.More importantly,in combination with other antitumor chemotherapy or physiotherapy treatments,UDCA may provide effective and promising treatment strategies for RLPS or other types of tumors in a ROS-dependent manner.


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