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.From prenatal screening to passive diagnosis in adulthood: Phenotypic association analysis of 224 patients with Klinefelter syndrome.
Huanhuan ZHANG ; Yong WU ; Yamei XIE ; Qingsong LIU
Chinese Journal of Medical Genetics 2026;43(3):188-196
OBJECTIVE:
To investigate the detection patterns, clinical phenotypic characteristics, and differences in diagnostic timeliness of Klinefelter syndrome (KS) across prenatal and postnatal stages, with an aim to provide a basis for optimizing strategies for early screening, diagnosis, and intervention.
METHODS:
A retrospective study was conducted to analyze data from two phases. The prenatal diagnosis group included 33,302 pregnant women who underwent amniocytic karyotyping due to advanced maternal age, abnormal ultrasound findings, or high-risk non-invasive prenatal testing (NIPT). The postnatal diagnosis group included 52,101 patients who underwent peripheral blood karyotyping due to primary infertility, abnormal external genitalia, or growth and developmental abnormalities. Additionally, medical histories of adult diagnosed patients were reviewed retrospectively to identify early occult symptoms. This study was approved by the Medical Ethics Committee of Chengdu Women's and Children's Central Hospital (Ethics No.: LCYJ-2025-030).
RESULTS:
In the prenatal group, 96 cases of KS were detected (detection rate 0.29%). The primary indications for referral were NIPT indicating sex chromosome abnormalities (45.83%), advanced maternal age (16.66%), and ultrasound abnormalities (17.70%). In the postnatal group, 128 cases of KS were detected (detection rate 0.25%). Clinical presentations were primarily primary infertility/azoospermia (77.34%), and the patients were predominantly adults (84.40%). Retrospective analysis revealed that adult patients presented with specific physical signs that had been overlooked during childhood.
CONCLUSION
As KS lacks typical early clinical manifestations, diagnosis is often delayed until adulthood when reproductive needs arise, showing a pattern of "passive detection" and resulting in missed opportunities for optimal intervention. By conducting a comparative analysis of prenatal diagnostic data and postnatal retrospective data, a risk association model linking prenatal screening indications with childhood-specific signs was developed. This study has provided empirical evidence for establishing a multidisciplinary, full life-cycle management system of "screening ~ diagnosis ~ monitoring ~ intervention" helping to shift from "passive detection in adulthood" to "proactive management across the entire life course," and laid a foundation for improving early diagnosis rate and long-term quality of life for patients.
Humans
;
Klinefelter Syndrome/genetics*
;
Female
;
Adult
;
Pregnancy
;
Retrospective Studies
;
Prenatal Diagnosis/methods*
;
Male
;
Phenotype
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Karyotyping
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Young Adult
;
Adolescent
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Middle Aged
3.Relationship between physical development and onset and progression of myopia among children and adolescents
MA Xiaohui, GONG Yizhuo, QIU Tingting, LIU Zheng, HUO Huanhuan, HU Yuanyuan, BI Hongsheng
Chinese Journal of School Health 2026;47(5):723-727
Objective:
To investigate the relationship between physical development indicators and the onset and progression of myopia among children and adolescents, so as to provide theoretical support for coordinated vision and physical health management.
Methods:
A prospective cohort study was conducted. In September 2022, 3 102 students from grade one in primary school to grade three in junior high school (five year primary school and four year junior high school) from six schools in Huantai County, Shandong Province, were selected using multistage cluster random sampling method to participate in an epidemiological survey on myopia, with follow up completed in September 2023. Follow up value minus baseline value( d ) was used to assess changes in physical development and vision indicators. Multivariate Logistic regression analysis was used to examine the relationship between physical development indicators and the incidence of myopia. Generalized linear models were established to analyze the relationship between physical development indicators and changes in d spherical equivalent (SE) and d axial length (AL) .
Results:
Multivariate Logistic regression analysis showed that, after adjusting for factors such as gender, age, and baseline body mass index, the third ( Q 3)and fourth ( Q 4)quartiles of d height showed increased risks of myopia onset within one year compared to the first quartile( Q 1) ( OR =1.85,95% CI =1.18-2.88; OR =1.74,95% CI =1.09-2.78,both P <0.05). Results from the generalized linear model indicated that, after adjusting for confounding factors such as gender, age, and baseline SE, d SE was negatively correlated with d height and d weight in children and adolescents ( β =-0.024, 95% CI =-0.031 to -0.018; β =-0.006, 95% CI =-0.011 to -0.001), d AL was positively correlated with d height and d weight in children and adolescents ( β =0.011, 95% CI =0.008-0.013; β =0.005, 95% CI =0.003-0.007) (all P <0.05).
Conclusions
Physical development indicators in children and adolescents were associated with the onset and progression of myopia. Dynamic monitoring and early intervention of myopia should be strengthened for children and adolescents with rapid height and weight gain to achieve coordinated management of myopia and physical development.
4.Molecular characterization analyses of a human metapneumovirus outbreak in Gongshu District of Hangzhou City
Jianyi LIU ; Chenye ZHANG ; Lei ZHAO ; Huiqun SHUAI ; Huanhuan YU ; Qingyu SUN ; Fei LU ; Shengjun XI
Shanghai Journal of Preventive Medicine 2026;38(3):216-220
ObjectiveTo analyze the epidemiological and etiological characteristics of a cluster of human metapneumovirus (HMPV) infection in a kindergarten in Gongshu District of Hangzhou City in May 2024, and to provide reference for the prevention and control of similar outbreaks. MethodsAn on-site investigation was conducted using an epidemiological case investigation form. Throat swab specimens collected from cases were screened for 13 respiratory pathogens using real-time fluorescent polymerase chain reaction (PCR). For HMPV nucleic acid positive specimens, the F gene of HMPV was used as the target gene for amplification and sequencing. The sequencing results were then compared with sequences in GenBank database to determine the virus subtypes and perform phylogenetic analyses. ResultsThe outbreak occurred in a kindergarter junior class with a total of 28 preschoolers and 3 teachers and childcare workers. A total of 11 cases (10 preschoolers and 1 teacher) were identified, including 8 male cases and 3 female cases. Clinical manifestations included fever in all 11 cases (100.00%), cough in 8 cases (72.72%), catarrhal symptoms in 4 cases (36.36%), and headache in 3 cases (27.27%). All symptoms were mild, and no severe cases were observed. A total of 11 throat swab samples were collected. Real-time fluorescent PCR test results showed that 3 samples were positive for HMPV nucleic acid, 2 samples were positive for both HMPV and Streptococcus pneumoniae, and 1 sample was positive for both HMPV and rhinovirus. The sequences of the 6 HMPV nucleic acid positive specimens were amplified and analyzed using specific primers, and all were determined to be HMPV subtype A2b. The F gene fragment sequence showed the highest similarity to PV081665.1/Brazil/2024 (99.65%), and also exhibited high similarity to PP683455.1/Indonesia/2021 (99.48%), PV016275.1/Beijing/2024 (99.31%), and PV052230.1/USA/2024 (99.13%). ConclusionThis cluster of acute respiratory tract infection was caused by HMPV subtype A2b, with co-infection of rhinovirus and Streptococcus pneumoniae. The F gene fragment sequences of the HMPV in this outbreak were highly homologous to those of the A2b strains isolated from Brazil, Beijing, Indonesia, and the the United States.
5.From "Treating Different Diseases in the Same Way" to "Treating the Disease with Same Mechanism in the Same Way":Life Network Mechanisms and Systems Medicine Interpretation of Traditional Chinese Medicine Holism
Huanhuan LIU ; Shuxin DONG ; Junlong SHEN ; Jie LI
Journal of Traditional Chinese Medicine 2026;67(13):1359-1364
Under the background of the medical model shifting from biomedicine to systems medicine, the traditional Chinese medicine (TCM) concept of "treating different diseases in the same way" demonstrates unique scientific value. From the perspective of systems biology, this study proposes that "treating different diseases in the same way" is essentially "treating the disease with same mechanism in the same way"; that is, different diseases share common pathological links at levels such as neuro-endocrine-immune network homeostasis, inflammatory signaling pathways, or gut microecology. Through the application of the "same formulas" and "same medicinals", TCM intervenes in these shared network nodes. On this basis, the modern medical value of the "treating different diseases in the same way" concept is elucidated from three dimensions including "network causality" in epistemology, "systemic modulation" in methodology, and "comorbidity management" in practice. It reveals that as a life network regulation concept based on holism, "treating different diseases in the same way" provides novel diagnostic and therapeutic strategies for complex chronic diseases and multimorbidity.
6.Influence evaluation of pharmaceutical quality control on medication therapy management services by the ECHO model
Kun LIU ; Huanhuan JIANG ; Yushuang LI ; Yan HUANG ; Qianying ZHANG ; Dong CHEN ; Xiulin GU ; Jinhui FENG ; Zijian WANG ; Yunfei CHEN ; Yajuan QI ; Yanlei GE ; Aishuang FU
China Pharmacy 2025;36(9):1123-1128
OBJECTIVE To evaluate the influence of pharmaceutical quality control on the efficiency and outcomes of standardized medication therapy management (MTM) services for patients with coronary heart disease by using Economic, Clinical and Humanistic Outcomes (ECHO) model. METHODS This study collected case data of coronary heart disease patients who received MTM services during January-March 2023 (pre-quality control implementation group, n=96) and June-August 2023 (post-quality control implementation group, n=164). Using propensity score matching analysis, 80 patients were selected from each group. The study subsequently compared the economic, clinical, and humanistic outcome indicators of pharmaceutical services between the two matched groups. RESULTS There were no statistically significant differences in baseline data between the two groups after matching (P>0.05). Compared with pre-quality control implementation group, the daily treatment cost (16.26 yuan vs. 24.40 yuan, P<0.001), cost-effectiveness ratio [23.12 yuan/quality-adjusted life year (QALY) vs. 32.32 yuan/QALY, P<0.001], and the incidence of general adverse drug reactions (2.50% vs. 10.00%, P=0.049) of post-quality control implementation group were decreased significantly; the utility value of the EuroQol Five-Dimensional Questionnaire (0.74± 0.06 vs. 0.71±0.07, P=0.003), the reduction in the number of medication related problems (1.0 vs. 0.5, P<0.001), the medication adherence score ([ 6.32±0.48) points vs. (6.10±0.37) points, P=0.001], and the satisfaction score ([ 92.56±1.52) points vs. (91.95±1.56) points, P=0.013] all showed significant improvements. Neither group experienced serious adverse drug reactions. There was no statistically significant difference in the incidence of new adverse reactions between the two groups (1.25% vs. 3.75%, P=0.310). CONCLUSIONS Pharmaceutical quality control can improve the quality of pharmaceutical care, and the ECHO model can quantitatively evaluate the effect of MTM services, making pharmaceutical care better priced and more adaptable to social needs, thus being worthy of promotion.
7.The expression and interaction of ATF3 and Smad4 in pterygium
Yun Hua ; Huanhuan Han ; Dongmei Chen ; Jialin Liu ; Xinrong Zhao
Acta Universitatis Medicinalis Anhui 2025;60(6):1068-1073
Objective :
To investigate the expression and interaction of activating transcription factor 3(ATF3) and smad family member 4(Smad4) in pterygium.
Methods:
In this study, two sets of data GSE51995 and GSE2513 in NCBI database were analyzed by bioinformatics methods to screen out the key difference-expressed gene ATF3 in pterygium when normal conjunctiva was used as the control. The differential genes identified by bioinformatics analysis were further detected by reverse transcription quantitative polymerase chain reaction(RT-qPCR). Finally, the literatures were searched and The Gene Transcription Regulation Database(GTRD) was used to predict whether there was a target gene Smad4 that might bind to the target gene. The expression of Smad4 in normal conjunctival and pterygium tissues was verified by RT-qPCR, and the interaction between the target protein ATF3 and Smad4 in the pterygium was investigated through Co-Immunoprecipitation(Co-IP).
Results :
The results of bioinformatics a- nalysis showed that compared with normal conjunctival tissue , there was significantly different expression of ATF3 gene in pterygium tissue (P < 0. 05) . RT-qPCR confirmed that ATF3 was less expressed in pterygium tissue than normal conjunctival tissue (P < 0. 001) . Genomic data from the GTRD database revealed that Smad4 contains two ATF3 binding motifs , suggesting functional interaction potential . Compared with normal conjunctiva , RT-qPCR re- vealed Smad4 downregulation in pterygium tissues (P < 0. 01) ; Co-IP demonstrated enhanced interaction between Smad4 and ATF3 in pterygium tissues following immunoprecipitation with anti-ATF3 antibodies (P < 0. 05) .
Conclusion
ATF3 interacts with Smad4 in pterygium , and the low expression of both in pterygium tissues and their in- teraction may be associated with the pathogenesis of pterygium .
8.Investigation of H5N6 avian influenza virus in a human infection case in Quanzhou City, Fujian Province, 2024
LIU Jiangyi ; PAN Huanhuan ; HUANG Xinlan
China Tropical Medicine 2025;25(3):380-
To analyze the investigation and disposal of an H5N6 human infection with animal derived influenza epidemic in Quanzhou City in 2024, and provide reference for the control and prevention of animal derived influenza epidemics in future.According to Technical Guidelines for Control and Prevention of Human infected with Zoonotic Influenza Viruses (Trial), we investigated the diagnosis and treatment of the case, suspected exposure, infection sources and routes, by the method of field epidemiological investigation. The case, close contacts, and relevant environmental samples were collected for nucleic acid testing and gene sequencing. A nasopharyngeal carcinoma patient who rapidly progressed to severe pneumonia and died of multiple organ failure after being diagnosed with H5N6. The H5N6 virus nucleic acid test results of 5 close contacts and 37 suspected exposed individuals were all negative, and no second-generation cases occurred. Through on-site investigation and genetic sequencing analysis, it is highly likely that the source of infection is the outdoor environment of free range poultry contaminated with H5N6 virus in the vicinity of the patient's home.Patients with nasopharyngeal carcinoma or other immune restricted diseases should take personal protective measures, stay away from poultry and livestock breeding and trading places, and avoid close contact with poultry or other animals as much as possible. We should strengthen the training of management personnel of third-party testing institutions, enhance the work of thematic risk assessment and the application of risk assessment results,and expand the scope of monitoring human infected with zoonotic influenza viruses in breeding farms, live poultry markets, and migratory bird habitats.
9.Relationship between post-traumatic growth and stress perception in patients with primary liver cancer: the chain-mediated role of psychological resilience and navigational social support
Yaling ZHANG ; Yang YIN ; Lei BAI ; Huanhuan WEI ; Yuanyuan LIU
Chinese Journal of Practical Nursing 2025;41(27):2088-2095
Objective:To explore the relationship between post-traumatic growth and stress perception as well as the chain-mediated roles of psychological resilience and navigating social support in patients with primary liver cancer(PLC), in order to provide theoretical ideas for the nursing and intervention of PLC patients.Methods:Convenience sampling was used to select PLC patients admitted to the First Affiliated Hospital, Third Affiliated Hospital, and Fourth Affiliated Hospital of Xinjiang Medical University from October 2023 to May 2024 as the research subjects. A cross-sectional survey was conducted using Posttraumatic Growth Inventory, the Chinese Perceived Stress Scale, Perceived Social Support Scale, and the Connor-Davidson Resilience Scale.Results:A total of 236 PLC patients were ultimately included, including 189 males and 47 females. Age distribution was as follows: 18-40 years years (7 cases), 41-60 years (128 cases), and ≥61 years (101 cases). Posttraumatic growth showed a significant negative correlation with perceived stress ( r=-0.512, P<0.01), while demonstrating positive correlations with psychological resilience and perceived social support ( r=0.605, 0.515, both P<0.01). Psychological resilience and perceived social support had mediating and chain mediating effects between perceived stress and posttraumatic growth, with mediating effects of -0.176 and -0.069, accounting for 29.24% and 11.46% of the total effect, respectively. The chain mediating effect value was 0.073, accounting for 12.13% of the total effect. Conclusions:The pathway of stress perception on post-traumatic growth in patients with PLC is indirect, and stress perception can contribute to the growth of post-traumatic growth in patients through psychological resilience, and navigating social support.
10.Association between near work, screen time, outdoor time and myopia in children
Huanhuan HUO ; Suyun LI ; Tingting QIU ; Yizhuo GONG ; Xianwei YAO ; Qian XU ; Guoyong LIU ; Yuanyuan HU ; Hongsheng BI
Chinese Journal of Experimental Ophthalmology 2025;43(6):548-555
Objective:To analyze the correlation between near work, screen time, outdoor time and myopia in children based on objective monitoring technology and to explore the influencing factors related to myopia in children.Methods:A cross-sectional study was conducted.From October 2022 to March 2023, the purposive sampling method was used to select 596 children in Grade 2 and Grade 3 from two primary schools in Shandong Province as study subjects.Eye-Monitor technology of eye-use behavior based on artificial intelligence was used to quantify parameters of near work, screen time and outdoor time.The eye-use behavior parameters were compared within each subject and between non-myopic and myopic children on weekdays and weekends.A multivariate binary logistic regression model was constructed to analyze the influencing factors related to myopia.The study protocol was approved by the Medical Ethics Committee of the Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine (No.HEC-HY-2022023KY).Written informed consent was obtained from the legal guardian of each subject.Results:For each subject, the proportion of near work time on weekdays was greater than on weekends, the proportion of time spent looking at cell phones, computer screens, and outdoor activities was smaller, the duration of single continuous near eye use was longer, the tilt angle of the head in sitting position was greater, and the light intensity was stronger, showing statistically significant differences ( t=19.427, -9.964, -5.916, -10.470, 2.211, 2.898, 15.061; all P<0.05).During weekdays, compared with the non-myopia group, the myopia group had longer total near work duration, longer single continuous near eye use duration, shorter outdoor activity duration, closer eye use distance, larger proportion of near work time, and smaller proportion of outdoor activity time, showing statistically significant differences (all P<0.05).During weekends, compared with the non-myopia group, the myopia group had longer time spent looking at cell phones and computer screens, shorter outdoor activity time, greater proportion of time spent looking at cell phones and computer screens, and smaller proportion of outdoor activity time, with statistically significant differences (all P<0.05).During weekdays, after adjusting for confounding factors, longer single continuous near eye use duration ( OR=1.138, 95% CI: 1.086-1.192, P<0.001) was the risk factor for myopia, and longer working distance ( OR=0.906, 95% CI: 0.847-0.970, P=0.004) and longer outdoor activity time ( OR=0.127, 95% CI: 0.023-0.703, P=0.018) were protective factors for myopia.During weekends, after adjusting for confounding factors, longer time spent on looking at cell phone screens ( OR=2.437, 95% CI: 1.460-4.068, P<0.001) and longer time spent on looking at computer screens ( OR=2.260, 95% CI: 1.283-3.979, P=0.005) were risk factors for myopia, and longer outdoor activity time ( OR=0.624, 95% CI: 0.416-0.934, P=0.022) was the protective factor for myopia. Conclusions:The eyes with continuous near work, prolonged use of smartphone and computer screens, closer eye use distance, and less time spent outdoors have been confirmed to be significantly correlated with myopia based on objective monitoring data.When formulating intervention measures for myopia prevention and control in children, it is advocated to further pay attention to control the distance and duration of near work on weekdays and strengthen screen time management on weekends.


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