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    05 August 2025, Volume 28 Issue 22
    Special Research Report
    The Construction of Assessment Index System of Artificial Intelligence General Practitioner
    ZHAO Yali, LU Xiaoqin, LIU Jue, ZHANG Yifan, ZHU Zuyi, CHEN Kaiyuan, LIU Min, LIANG Wannian
    2025, 28(22):  2705-2711.  DOI: 10.12114/j.issn.1007-9572.2025.0020
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    Background

    Developing and promoting intelligent medical assistance information systems is an important means to strengthen the capabilities of general practitioners. It is particularly urgent to standardize and evaluate the performance and effectiveness of intelligent assistance system development.

    Objective

    To construct an evaluation index system for intelligent general practitioners, and provide scientific tools for evaluating the service ability of intelligent general practitioners.

    Methods

    From December in 2024 to January in 2025, the evaluation index system for intelligent general practitioners with indicator weights was constructed through literature review and Delphi expert consultation.

    Results

    The positive coefficient of the three rounds of expert consultation was 100%, the authority coefficient was > 0.8. The coefficients of concordance for the importance of indicators at various levels were 0.210, 0.255, and 0.145, respectively, while those for feasibility were 0.353, 0.245, and 0.150. The final evaluation index system comprised five first-level indicators, 11 second-level indicators, and 47 third-level indicators. The first-level indicators were professional knowledge, basic medical service, active clinical prevention service, physician-patient communication and medical ethics, and education, learning, and research, with weights of 0.169, 0.306, 0.239, 0.145, and 0.141, respectively.

    Conclusion

    This study established the evaluation indicators for intelligent general practitioners, providing a reference for further standardizing the development and application of intelligent general practitioners. It has significant practical implications for enhancing the clinical practice level of general practitioners through technological empowerment.

    World General Practice/Family Medicine
    The 2023 WONCA Europe Revised Definition of General Practice/Family Medicine: the Main Contents and Its Implications
    YANG Xin, WANG Hong, HAN Jianjun, LIANG Wannian, HU Bingjie
    2025, 28(22):  2712-2719.  DOI: 10.12114/j.issn.1007-9572.2024.0658
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    WONCA Europe released an updated version of the European Definition of General Practice/Family Medicine in 2023, addressing global health challenges and the imperative to transform healthcare systems. This revision underscores the importance of "One Health" "Planetary Health" and "Sustainability" within the domain of general practice/family medicine, signifying a paradigm shift from the traditional "individual-family-community" model to a "global ecosystem health" framework. This paper aims to elucidate the background, main content, significance, and impact of the 2023 revision of the European Definition of General Practice/Family Medicine, which primarily explores the characteristics of the discipline of general practice/family medicine service system, the scope of specialization general practice/family medicine, the core competencies of general practitioners/family doctors, the essential application features and the implementation bedrock of general practice/family medicine. All of the above-mentioned aspects possess crucial enlightenments and guiding value for the development of general practice in China.

    Training Models for General Practitioners with Special Interests: Foreign Experiences and Chinese Insights
    CUI Longyan, DAI Gaolanxin, TAO Hongbing
    2025, 28(22):  2720-2725.  DOI: 10.12114/j.issn.1007-9572.2024.0358
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    Cultivating excellent general practitioners is an important guarantee for promoting their role as "gatekeepers" of the population's health, and sub-specialty training for general practitioners is an important measure for bridging the gap between primary health-care services and secondary and tertiary health-care services. The training system of general practitioner subspecialty in foreign countries has become mature, while the training of general practitioner subspecialty in China is still in the initial stage. This paper focuses on the framework of foreign general practitioner subspecialty training, systematically sorting out the core content of training content, assessment methods, etc., and then based on the current situation of China's general practitioner subspecialty training practice in recent years, summarizes the existing deficiencies and obstacles to the development of the system, and on this basis, draws on the experience of foreign general practitioner subspecialty training to put forward strategies to improve and promote the development of China's general practitioner subspecialty training model. Based on this, we propose optimization strategies to improve and promote the development of China's general practitioner subspecialty training model.

    General Practice Education
    Exploring the Application Effect of the Joint Outpatient Teaching of General Practice-Specialist-Community Practice Base in Standardized Training of General Practice Residents
    LI Jinhong, WANG Yu, XU Yaoming, LIU Yang, HOU Jinghui
    2025, 28(22):  2726-2730.  DOI: 10.12114/j.issn.1007-9572.2024.0162
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    Background

    General practice outpatient teaching is one of the commonly-used teaching methods in clinical practice. At this stage, however, the general practice outpatient teaching activities in most clinical training bases in our country are only finished by general practitioners and general practice residents, and the connection with specialists and general practitioners in grassroots practice bases is not close enough. How to optimize outpatient teaching models and methods to further improve the post competence of general practice residents is currently a research hot spot.

    Objective

    To explore the application effect of general practice-specialty-grassroots practice base joints outpatient teaching in the standardized training of general practice residents.

    Methods

    A non-concurrent controlled trial was conducted, 24 general practitioner residents who underwent standardized training for general practitioners in Tongliao People's Hospital, Inner Mongolia Autonomous Region, from October 2019 to October 2021 were selected as the control group, and 23 general practitioner residents who underwent standardized training for general practitioners in Tongliao People's Hospital from November 2021 to October 2023 were selected as the experimental group. In the control group, general practice instructors conducted general practice outpatient teaching training once every 2 weeks, and in the experimental group, on the basis of general practice instructors, specialist and grassroots practice base instructors were added to conduct general practice-specialty-grassroots practice base joint outpatient teaching training, once every 2 weeks, and the training time for the two groups both is 2 years. After the training, the two groups of residents were assessed with the mini clinical exercise evaluation (mini-CEX) assessment scale and the "general practice reception skills evaluation table" to compare the training effects of the two groups.

    Results

    In the experimental group mini-CEX, the scores of the seven assessment indicators in the assessment scale, namely medical history, physical examination, humanistic care, clinical judgment, health education and consultation, organizational effectiveness, and overall performance, were all higher than those in the control group, and the differences were statistically significant (P<0.05) . In the experimental group, the scores of the five assessment indicators in the general practice consultation skills evaluation table, including complete medical history collection, medical history inquiry skills, physical examination, health education, and reasonable consultation time, were all higher than those in the control group, and the differences were statistically significant (P<0.05) .

    Conclusion

    General practice-specialty-grassroots practice base jointed outpatient teaching activities can strengthen the clinical diagnosis and treatment thinking, communication and collaboration ability, and comprehensive service awareness of general practice residents by integrating multidisciplinary teaching resources, and effectively improve the training quality of general practice residents.

    An Assessment Research on Consultation Competence of RTME Graduates Trained Via the "5+3" Pathway in Township Health Centers in Guangxi Zhuang Autonomous Region
    ZHAO Can, SHEN Ying, CHEN Peimeng, PENG Houxuan, XI Qian, GU Jinmei, QIN Li, LIANG Ruiying, ZUO Yanli
    2025, 28(22):  2731-2739.  DOI: 10.12114/j.issn.1007-9572.2024.0335
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    Background

    Rural-oriented Free Tuition Medical Education (RTME) program is a key policy in China aiming to relieve general practitioner (GP) deficiency in rural areas and to enhance effectively competence trainings of rural primary health care workforce. However, its long-term effects of competence cultivation have not been examined soundly.

    Objective

    The research, via evaluating consultation competence of RTME graduates trained by the "5+3" pathway in real rural township health center settings in Guangxi Zhuang Autonomous Region, aimed to examine reliably effects of RTME upon talent competence cultivation and to provide optimization strategies for enhancing competence trainings of rural primary health care workforce.

    Methods

    From July to August, 2023, the research, by combining stratified sampling with cluster sampling, included 75 RTME graduates as the study group who were working in township health centers amid four cities in Guangxi Zhuang Autonomous Region, as referenced to Nanning, Wuzhou, Guigang, and Chongzuo, and 41 GPs and assistant GPs as the control group who had not been trained by the "5+3" pathway and were working in the same township health centers as the study group. A total of 8 standardized patients (SPs) with qualified simulations had been sent to the sampled township health centers, visited all the subjects, and videoed the whole process of each encounter between subject and SP. Relevant experts were invited to evaluate subjects' performance in videotapes according to the assessment indicator system for consultation competency of GP developed in our previous study. Cumulative Logistic model was used to identify potential factors influencing consultation competence.

    Results

    The study group showed significantly higher total score for domain 1-7 combined and for domain 1-6 combined as well as for any single dimension than the control group did. However, the score for the dimension of encountering and taking history, of patient management, of doctor behavior and relationship with patients, and of preventive care in the study group failed to pass and so did all the 7 dimensions in the control group. The consultation competence of subjects correlated with attendance of residency program, writing health record, academic degree, consultation duration, and location, and the consultation competence of RTME graduates with academic degree and writing health record.

    Conclusion

    The RTME graduates trained via the "5+3" pathway displayed significantly higher consultation competence in practical rural primary healthcare settings than did local GPs and assistant GPs without the "5+3" cultivation, which suggests that the RTME program's long-term effects on competence cultivation have lived up to expectations. But, several measures, including sustainable implementation of RTME, reforming continuing medical education pattern in rural, enhancing trainings of basic clinical medicine knowledge and skills, amplifying undergraduate and postgraduate medical education with practices in rural primary health care settings, and emphasizing importance of writing health record, are needed to sustainably promote RTME graduates' clinical competence and to enhance competence cultivation of rural primary health care workforce.

    Original Research
    Significance of Elevated Urinary NGAL, TIM-1, VCAM-1 and Activin A in Patients with New Diagnosed Multiple Myeloma
    CHEN Fei, WANG Jinying, YU Haibo, LI Xin, ZHANG Jiajia, SHEN Man, ZHAN Xiaokai, TANG Ran, FAN Sibin, ZHAO Fengyi, ZHANG Tianyu, HUANG Zhongxia
    2025, 28(22):  2740-2749.  DOI: 10.12114/j.issn.1007-9572.2023.0748
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    Background

    Multiple myeloma (MM) is a malignant plasma cell disease, nearly half of patients have MM-related renal impairment (KI) at diagnosis, which is associated with increased mortality. Early recognition and treatment of KI has the potential to reverse renal function and improve patient's survival. Neutrophil gelatinase-associated transporter (NGAL) , T-cell immunoglobulin mucin receptor 1 (TIM-1) , vascular cell adhesion molecule-1 (VCAM-1) , and activin A are associated with the pathological processes such as cell proliferation, tumor invasion, and KI. The above indicators are promising as relevant indicators for the early diagnosis of MM related KI.

    Objective

    To investigate the significance of novel biomarkers NGAL, TIM-1, VCAM-1 and activin A in the MM disease evolution, staging and prognosis of newly diagnosed MM (NDMM) with KI.

    Methods

    A total of 70 patients with MM were screened as the research subjects, they were admitted to the our hospital from January 2017 to February 2022, including 62 NDMM patients, 8 smoldering MM (SMM) patients, and 12 cases with MGUS, 7 cases with MGRS, and 20 healthy controls (HC) were admitted to this study, their urine and serum samples were stored for analysis. The clinical data of all subjects were collected, and the bone marrow biopsy, M protein examination and imaging examination of MGUS, MGRS and NDMM patients were statistically analyzed. It was detected using ELISA method of urinary or serum concentration of NGAL, TIM-1, VCAM-1 and activin A. According to the disease state, they were divided into four groups MGUS, MGRS, NDMM and HC group. According to whether there was KI, they were divided into two groups KIgroup of 40 cases and the non-KI (NKI) group of 30 cases. KI group was divided into MM three subgroups according to dynamic disease treatment status, pre-treatment MM, above partial response (PR) after treatment (>PR) group (20 cases) , and disease recurrence (relapsed MM) group of 11 cases. Spearman correlation analysis was used to analyze the correlation of each factor, receiver operating characteristic (ROC) curves were plotted to analyze the diagnostic value of each detected factor for NDMM with KI, and optimal cut off values and other indicators were calculated and divided into higher than the optimal cut off value group and lower than the optimal cut off value group according to the optimal cut off value of each detected factor, and Kaplan-Meier method was used to analyze the overall survival (OS) status of each detected factor in the higher than the optimal cut off value group and lower than the optimal cut off value group. Cox proportional hazards regression was used to analyze the influencing factors of all-cause mortality in NDMM patients with KI.

    Results

    The levels of uNGAL, uTIM-1, uVCAM-1, sTIM-1, and uActivin A in the NDMM group were higher than those in the MGUS and HC groups (P<0.05) . The levels of uNGAL, uTIM-1, uVCAM-1, sTIM-1, and uActivin A in the MGRS group were higher than those in the MGUS group (P<0.05) . The levels of uNGAL, uTIM-1, uVCAM-1, sTIM-1, and uActivin A in the KI group were higher than those in the NKI group (P<0.05) . The levels of uNGAL, uTIM-1, uVCAM-1, sTIM-1 and uActivin A in pre-treatment MM subgroup and relapsed MM subgroup were higher than those in > PR subgroup (P<0.05) . The uNGAL, uTIM-1, uVCAM-1, sTIM-1, and uActivin A were positively correlated with creatinine, β2-microglobulin, and R-ISS stages and negatively correlated with glomerular filtration rate (eGFR) (P<0.05) . The uNGAL, uTIM-1, sTIM-1, and uActivin A were positively correlated with 24 h urinary light chain levels (P<0.05) . The uNGAL and uTIM-1 were positively correlated with the proportion of clonal plasma cells (P<0.05) . According to the ROC curve, the optimal cut off values of uNGAL, uTIM-1, uVCAM-1 and uActivin A for the diagnosis of MM related KI were 14.774 ng/mL, 1.978 ng/mL, 144.400 ng/mL, and 33.730 pg/mL respectively. Kaplan-Meier analysis showed that patients above the respective optimal cutoff values of uNGAL, uTIM-1, sTIM-1, uVCAM-1, and uActivin A had worse OS (P<0.05) . Multivariate Cox proportional hazards regression analysis showed that uNGAL and R-ISS stages were the factors influencing all-cause mortality in NDMM patients with KI (P<0.05) .

    Conclusion

    The uNGAL, uTIM-1, uVCAM-1 and uActivin A may be associated with the progression of MM and MM kidney injuried, and the early markers of tubular injury, which were helpful for the early diagnosis and treatment of myeloma patients with kidney injuried. uNGAL, uTIM-1, uVCAM-1, uActivin A were related with β2-microglobulin, R-ISS stage, 24 h urinary light chain, proportion of clonal plasma cells and other tumor burden indicators and the overall survivals (OS) of MM patients. These results suggest that these factors were not only serve as an effective supplement to novel biomarkers of kidney injury in clinical practice in addition to serum creatinine, but also as novel anti-MM therapeutic targets in the future. The uNGAL, uTIM-1, uVCAM-1, and uActivin A may be associated with MM disease progression and KI. They are early markers of tubular injury, facilitate the early diagnosis and treatment of MM patients with KI, and are associated with tumor burden indicators such as R-ISS stage, 24 h urinary light chain, and clonal plasma cell ratio and overall survival of MM patients.

    Evaluation of the Effectiveness of TCM Three-level Prevention and Control Model in the Management of Patients with Coronary Heart Disease and Stroke: a Single-center, Prospective Cohort Study
    YANG Ji, ZHANG Yao, ZHAO Yingqiang, ZHANG Qiuyue
    2025, 28(22):  2750-2761.  DOI: 10.12114/j.issn.1007-9572.2024.0343
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    Background

    Cardiovascular and cerebrovascular diseases are the leading causes of death and disability globally, with existing management models facing challenges such as insufficient long-term intervention and limited effectiveness of comprehensive prevention and control. The traditional Chinese medicine (TCM) three-level prevention and control model establishes a multi-tiered system involving families, communities, and hospitals, combining health education, lifestyle intervention, and TCM-specific techniques to provide systematic and continuous management.

    Objective

    To evaluate the management effectiveness of the TCM three-level prevention and control model for patients with coronary heart disease (CHD) and stroke, aiming to optimize prevention strategies for cardiovascular diseases.

    Methods

    A prospective single-arm cohort study was conducted, enrolling 265 non-acute CHD and stroke patients from Tianjin Beichen District between October and December 2020. Using a TCM three-level prevention and control system centered on patients, with village/community physicians as executors and tertiary hospital specialists as leaders, comprehensive TCM health management interventions—including health education, lifestyle modification, risk factor control, medication guidance, and TCM techniques—were implemented. Patients were managed and followed up over a one-year period with biannual follow-up visits. Management effectiveness was assessed through comparisons of pre- and post-management data, including 1-year recurrence and progression rates, myocardial ischemia incidence, Seattle Angina Questionnaire (SAQ) scores, National Institutes of Health Stroke Scale (NIHSS) scores, cardiovascular prevention knowledge scores, cardiovascular risk factors, and lifestyle behavior indicators.

    Results

    Among the 265 enrolled patients with coronary heart disease (CHD) and stroke, 214 were CHD patients (193 with angina pectoris and 21 in a stable state post-myocardial infarction or PCI) , and 51 were stroke patients (all ischemic stroke) . The cohort included 120 males and 145 females. By the end of the management period, 14 patients were lost to follow-up, including 4 CHD patients and 10 stroke patients, leaving 251 patients who completed the study and were included in the final analysis.The study demonstrated that after 12 months of management, the 1-year recurrence and progression rates of CHD and stroke significantly decreased compared to baseline (P<0.05) . For CHD management, the incidence of myocardial ischemia reduced significantly, with the most notable improvement observed at 6 months (P<0.05) . Additionally, patients’ scores in the Seattle Angina Questionnaire (SAQ) , including physical limitation, angina stability, angina frequency, treatment satisfaction, and disease perception, all significantly improved compared to baseline (P<0.05) . For stroke management, NIHSS scores significantly decreased compared to baseline (P<0.05) . Regarding disease awareness, the total scores of the cardiovascular prevention knowledge questionnaire significantly increased compared to baseline (P<0.05) . In terms of risk factor control, systolic blood pressure decreased significantly from baseline (P<0.05) , and no significant improvements were observed in other parameters (P>0.05) . In terms of lifestyle behavior, the proportions of individuals preferring sweet and oily foods significantly decreased (P<0.05) . Sleep quality, as indicated by PSQI scores, showed significant improvement (P<0.05) . But no significant improvements were observed in other parameters (P>0.05) .

    Conclusion

    The TCM three-level prevention and control model demonstrates significant management effectiveness in reducing 1-year recurrence and progression rates of CHD and stroke, enhancing disease awareness, improving unhealthy lifestyle behaviors, and partially controlling cardiovascular risk factors. These results suggest that the model effectively stabilizes disease conditions and improves the outcomes of secondary prevention for cardiovascular diseases, highlighting its potential for broader application.

    Impact of Regular Outpatient Follow-up and Off-site App Engagement on Metabolic Indicators in Type 2 Diabetes Mellitus Patients under the Shared Care Model
    CHEN Linfeng, WANG Chenxia, HE Jinpeng
    2025, 28(22):  2762-2768.  DOI: 10.12114/j.issn.1007-9572.2024.0490
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    Background

    The global prevalence of type 2 diabetes mellitus (T2DM) continues to rise, posing a significant public health challenge. The shared care model for diabetes has shown substantial clinical value in managing T2DM. However, most research focuses on the short-term effects, while long-term outcomes remain underexplored. Additionally, there is a lack of longitudinal studies examining the relationship between follow-up frequency, app activity levels, and metabolic indicators in T2DM patients.

    Objective

    To assess the impact of regular outpatient follow-up and off-site app activity on the metabolic indicators of T2DM patients within the shared care model, and to identify factors influencing regular follow-up, providing a reference for promoting regular follow-up in T2DM management.

    Methods

    A total of 448 T2DM patients managed in the shared care outpatient clinic of a tertiary hospital in Gansu Province from 2021 to 2023 were included. Based on clinical records, patients were divided into two groups: the regular follow-up group (≥1 visit every 3 months) and the non-regular follow-up group. Health records from the previous 3 years were reviewed, and metabolic indicators (BMI, waist circumference, hip circumference, HbA1c levels) , complication screening data, and off-site app activity levels were collected. The differences in metabolic indicators between the two follow-up groups and the varying app activity levels were compared, and Logistic regression was performed to identify factors influencing regular follow-up.

    Results

    Among the 448 patients, 90 (20.1%) were in the regular follow-up group, and 358 (79.9%) were in the non-regular follow-up group. The regular follow-up group exhibited significantly higher app activity levels than the non-regular follow-up group (P<0.05) . Significant time, group, and interaction effects on HbA1c levels were observed in the regular follow-up group (P<0.05) . After 3 years, the regular follow-up group had higher HbA1c target achievement rates, and more frequent active screening (P<0.05) . Among patients with high APP activity levels (measured by online communication time, blood glucose monitoring frequency, meal tracking frequency, and app login duration) , significant time and group effects on HbA1c levels were also observed (P<0.05) , but the interaction between APP activity and time was not significant (P>0.05) . Multivariate Logistic regression analysis revealed that patients with a monthly household income ≥2 000 yuan, those undergoing medication therapy, and those with higher baseline HbA1c levels were more likely to engage in regular follow-up (P<0.05) .

    Conclusion

    In the shared care model, regular outpatient follow-up is an effective strategy for controlling blood glucose in T2DM patients. Patients should be encouraged to engage in regular follow-up visits. Furthermore, active participation in the app is closely associated with improved blood glucose control. Promoting online engagement, especially for patients with limited access to healthcare, provides an economically feasible and effective approach to diabetes management.

    The Health Management Effect of Contracted Family Doctor Services under the Joint Management of Three Teachers in Xiamen City on Elderly Hypertensive Patients
    CHEN Youlan, LAN Yanqi, WU Ahua, ZHANG Haixia, HUANG Jiankang, GUO Zhinan
    2025, 28(22):  2769-2775.  DOI: 10.12114/j.issn.1007-9572.2024.0401
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    Background

    Starting from chronic diseases such as hypertension in 2014, Xiamen City has innovatively launched the "Three Teachers Joint Management" family doctor contract service model, providing patients with continuous services of "prevention, screening, treatment, management, education, and health", improving service quality, promoting doctor-patient harmony, and enhancing patients' sense of gain. However, there is currently a lack of research on the application effect of this model.

    Objective

    This article takes elderly hypertensive patients as the starting point to understand the health management effect of the "three teacher co management" family doctor contract service in Xiamen on elderly hypertensive patients, and analyzes the factors that affect patient blood pressure control, providing reference for continuously improving the health management effect of this service model.

    Methods

    Using a retrospective cohort study method, in March 2024, hypertensive patients aged 65 and above who participated in family doctor contracted services for the first time in 2021 and received family doctor contracted services for two consecutive years in six administrative districts under Xiamen City were selected as the contract group (n=15 154) , and hypertensive patients aged 65 and above who had never participated in family doctor contracted services were selected as the non contract group (n=8 838) . Collected general demographic information, lifestyle information, illness and medication status of patients through the Xiamen Basic Public Health Cloud Platform, match patients' participation in family doctor contracted services through the "Xiamen eHealth" platform, and collected patient physical examination results through the Xiamen Elderly Health Examination Data Platform. Compared and analyzed the blood pressure control, physical examination results, lifestyle, and medication compliance of patients in the contracted and unsigned groups in 2021 (baseline) and 2023, and used multiple Logistic regression analysis to investigate the impact of family doctor contracted services on patient blood pressure control.

    Results

    The blood pressure control rate of patients in the contracted group in 2023 was higher than that in 2021 [60.10% (9 108/15 154) vs 76.78% (11 635/15 154) , P<0.05] ; the blood pressure control rate of patients in the unsigned group in 2023 was not significantly different from that in 2021 [62.24% (5 501/8 838) vs 68.61% (6 064/8 838) , P>0.05] . Compared with 2021, the average decrease in left diastolic blood pressure and right systolic blood pressure of contracted patients was significantly different from that of unsigned patients (both P<0.05) . The mean BMI and waist to height ratio of the contracted group patients decreased compared to 2021 (P<0.05) . The proportion of abnormal BMI, excessive waist to height ratio, fasting blood glucose measurement≥7.0 mmol/L, and abnormal electrocardiogram also decreased (P<0.05) . The exercise performance and medication adherence were significantly improved (P<0.05) . The results of Logistic regression analysis showed that signing up was more beneficial for blood pressure control in elderly hypertensive patients than not signing up (OR=1.625, 95%CI=1.536-1.719, P<0.05) .

    Conclusion

    The family doctor contract service in Xiamen has played a positive role in blood pressure control for elderly hypertensive patients. With the intervention of the family doctor team, patients can carry out more refined and personalized full process health management, improve their lifestyle, increase compliance, and achieve better hypertension control rates.

    Construction and Validation of a Risk Prediction Model for Cognitive Impairment in Community-dwelling Older Adults
    ZHAO Xiaoqing, GUO Tongtong, ZHANG Xinyi, LI Linhong, ZHANG Ya, JI Lihong, DONG Zhiwei, GAO Qianqian, CAI Weiqing, ZHENG Wengui, JING Qi
    2025, 28(22):  2776-2783.  DOI: 10.12114/j.issn.1007-9572.2024.0451
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    Background

    With the further aging of the population, the incidence of cognitive impairment is increasing, and there is a lack of effective treatments. The construction of an accurate risk prediction model can be used to help community healthcare workers to identify, warn and intervene with potential patients at an early stage, and to reduce the pressure on social healthcare.

    Objective

    This study aims to construct a prediction model for the risk of cognitive impairment in older adults in the community, analyse the influencing factors of cognitive impairment in older adults, and provide empirical references for the development of targeted interventions.

    Methods

    In April 2024, elderly people aged ≥60 years were selected from the China Health and Retirement Longitudinal Survey (CHARLS) 2020 database (n=7 334) , and their socio-demographic characteristics and data on their health status and behaviours, activities of daily living (ADL) , depression, and cognitive abilities were collected. They were randomly divided into a training set (n=5 133) and a validation set (n=2 201) in a ratio of 7∶3. The best predictor variables were screened using LASSO regression ten-fold cross-validation, the factors influencing cognitive impairment in older adults were analysed using Logistic regression, and nomagram were constructed, and the performance of the predicion model was assessed using the area under the curve of the subject work characteristics (ROC) curves and the analysis of the calibration curves.

    Results

    The detection rate of cognitive impairment in older adults was 14.48% (1 062/7 334) . LASSO regression screened nine potential predictor variables, which were age, type of residence, marital status, gender, education, exercise, society, activity of daily living, and depression. The results of multifactorial Logistic regression analysis showed that age [OR (95%CI) =1.238 (1.109-1.504) for 70-79 years old and OR (95%CI) =2.231 (1.546-3.222) for ≥80 years old using 60-69 years old as a reference] , type of residence [OR (95%CI) =2.144 (1.617-2.842) for rural using urban as a reference] , marital status [OR (95%CI) =0.691 (0.562-0.851) for no spouse, using spousal as a reference] , education [OR (95%CI) =0.209 (0.173-0.254) for primary school and below, using illiteracy as a reference, and for junior high school OR (95%CI) =0.059 (0.038-0.090) , OR (95%CI) for high school/vocational high school=0.043 (0.021-0.089) , and OR (95%CI) for college and above=0.038 (0.005-0.280) ] , and society [with no society as a reference, and OR (95%CI) with society=0.746 (0.624-0.892) ] , ability to perform ADL [OR (95%CI) =1.529 (1.171-1.997) with no impairment as a reference and OR (95%CI) =1.580 (1.319-1.891) with impairment] , and depression [OR (95%CI) =1.580 (1.319-1.891) with no depression as a reference and OR (95%CI) =1.580 (1.319-1.891) with depression] were the influencing factors of cognitive impairment (P<0.05) . Based on the seven predictor variables screened by multifactor Logistic regression analysis, a prediction model was established. The areas under the ROC curves of the prediction model in the training and validation sets were 0.821 (95%CI=0.805-0.836) and 0.839 (95%CI=0.817-0.861) , respectively; the Hosmer-Lemeshow test χ2=5.022 (P=0.755) and χ2=3.963 (P=0.860) ; calibration curves showed significant agreement between predicted and actual values.

    Conclusion

    In this study, a prediction model for the risk of cognitive impairment in community-dwelling older adults containing a total of seven indicators, including age, residence, and so on, was established, and the prediction model had good accuracy and differentiation, which can be used to identify the risk of developing cognitive impairment in older adults.

    The Current Status of Initial Cognitive Screening Services in Community-based Cognitive Services Centers in Nanjing
    SHI Jiarui, WANG Zili, ZHANG Xueqing, SONG Yulei, XU Guihua, BAI Yamei
    2025, 28(22):  2784-2790.  DOI: 10.12114/j.issn.1007-9572.2024.0331
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    Background

    Currently, the state attaches great importance to the development of early diagnosis and treatment services for cognitive disorders, and the preliminary community cognitive screening is the underlying foundation of the early diagnosis and treatment service system for cognitive disorders, as well as the primary barrier in the cognitive screening process, and the quality of its screening has a direct impact on the level of brain health of the elderly and the overall efficiency of cognitive screening.

    Objective

    To provide a reference for promoting the high-quality construction of cognitive disorders service centers by analyzing the development of preliminary cognitive screening services in Nanjing.

    Methods

    From December 2023 to August 2024, we visited the cognitive service centers in Nanjing, and 12 sample institutions that provided early screening services for dementia among the surrounding elderly population were taken as the research objects. The questionnaire included the basic characteristics of the organization and the status of the initial cognitive screening service development.

    Results

    Basic characteristics of the institutions: 75.0% (9/12) of the sample institutions operated on the basis of elderly service organizations; the average number of months of cognitive primary screening services carried out in each sample institution was (16±6) months, and the average annual volume of screening services was (245±235) ; in terms of occupational category, nurses accounted for the highest proportion [36.8% (21/57) ] ; in terms of staffing, only 33.3% (4/12) of the sample institutions were staffed with both physicians and nurses. In terms of service content: 16.7% (2/12) of the sample institutions have adopted diversified screening methods for cognitive screening, and the types of cognitive early intervention services range from 3 to 7. Four (33.3%) institutions have penetrated the network of cognitive cooperative institutions, 5 (41.7%) institutions had plan to penetrate the network of cognitive cooperative institutions, but the service radiation scope of 16.7% (2/12) of the sample institutions is still limited to the community where the institutions are located. Only 66.7% (8/12) of the sample institutions provide cognitive early intervention services, and 75.0% (9/12) provided early follow-up services. In terms of the results of service development: the average annual screening rate of high-risk groups for cognitive disorders of the sample organizations is 28.85%, the average annual rate of early intervention for cognitive disorders is 60.97%, and the average annual rate of early follow-up for cognitive disorders is 70.94%. In terms of the source of funding, the funding for the cognitive screening program of the sample organizations came from the institutions themselves and government program subsidies.

    Conclusion

    Cognitive initial screening service system of Nanjing community cognitive service centers has begun to take shape, and early prevention and control of cognitive disorders have achieved certain results, but there are problems such as incomplete staffing, non-standardization of cognitive initial screening service, slow progress of cognitive initial screening service, and insufficient financial guarantee, etc. It is still necessary to improve cognitive prevention and control mechanism, strengthen cognitive prevention and control guarantee, and enhance social support to promote cognitive disorders service network construction and standardization management.

    Original Research·Focus on Body Index and Health Relationship
    Association between Body Mass Index and Mortality among Older Chinese: a Cohort Study
    SHI Xiaotian, WANG Shan, YANG Huayu, YANG Yifan, LI Xu, MA Qing
    2025, 28(22):  2791-2797.  DOI: 10.12114/j.issn.1007-9572.2024.0488
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    Background

    Obesity is a significant public health issue, as obesity and being overweight are risk factors for various chronic diseases. However, the "obesity paradox" proposed in recent years has garnered widespread attention. The relationship between Body Mass Index (BMI) and mortality in the elderly remains unclear.

    Objective

    To explore the impact of BMI on mortality in the elderly in China.

    Methods

    The demographic features, BMI, chronic diseases and laboratory tests among the elderly at ages of 60 years and greater were recruited from April 2015 to December 2015. The patients were followed up with a cut-off date of April 30, 2024, with all-cause mortality and death from cardiovascular causes as the endpoint events. A multivariable Cox proportional hazards regression model was used to examine the association between BMI and the risk of death.

    Results

    Otally 599 subjects were enrolled, including 477 men (79.6%) and an average age of (77±8) years. There were 18 subjects (3.0%) with underweight, 273 (45.6%) with overweight and 87 (14.5%) with obesity. During the follow-up period (8.81 years) , 158 subjects died. Restricted cubic splines revealed a U-shaped association between BMI and mortality. Multivariable Cox proportional hazards regression analysis revealed an increased risk of all-causes mortality among the underweight elderly (HR=2.76, 95%CI=1.37-5.55) after adjustment for age, gender, chronic diseases, and so on. Additionally, a low BMI is an independent risk factor for cardiovascular event mortality in the elderly (HR=5.55, 95%CI=1.83-16.78) . However, no association was observed between overweight and obesity and death.

    Conclusion

    The relationship between BMI and mortality forms a U-shaped curve, with underweight being an independent risk factor for mortality in the elderly. No association has been found between being overweight/obese and an increased risk of mortality. Therefore, attention should be given to weight management in the elderly.

    Correlation between Body Roundness Index and Cardiometabolic Comorbidities in Normal Body Weight Population: the Mediating Role of the Triacylglycerol Glucose Product Index
    YANG Fei, HAN Zheng, FU Xiaoya, GU Handong, GU Keyi, WANG Weiqiang
    2025, 28(22):  2798-2805.  DOI: 10.12114/j.issn.1007-9572.2025.0009
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    Background

    Due to the rise in obesity rates worldwide, the prevalence of cardiometabolic comorbidities (CMM) is increasing year by year. Body roundness index (BRI) is a new obesity measure of visceral adipose tissueand the risk of BRI and CMM in people with normal body weight has been poorly studied.

    Objective

    To explore the relationship between BRI and high-risk CMM in normal body weight population, and to explore the role of triacylglycerol glucose product (TyG) index in this association.

    Methods

    A total of 42 437 subjects with a body mass index (BMI) of 18.50-23.99 kg/m2 who participated in the early screening and comprehensive intervention project of high-risk groups of cardiovascular diseases in Anhui Province in 2017—2021 were selected. According to gender and CMM, the participants were divided into male non-CMM group (n=14 546) , male CMM group (n=2 741) , female non-CMM group (n=20 901) and female CMM group (n=4 249) , and they were divided into four levels according to the BRI quartile of different sexes (Male: M1, M2, M3, M4. Females: F1, F2, F3, F4) . The Bonferroni method was used to compare the differences in the prevalence of CMM among different genders and age groups. Multivariate Logistic regression analysis was used to explore the relationship between BRI quartile level and CMM risk. The mediate function of R (version 4.4.2) software was used to explore the mediating effect of the association between BRI and CMM after adjusting for covariates, and the mediating effect of TyG index was analyzed by medsens function.

    Results

    The proportion of age, education in high school or above, BMI, total cholesterol (TC) , triglycerides (TG) , low-density lipoprotein cholesterol (LDL-C) , RC, fasting blood glucose (FPG) , TyG index, BRI, SBP, diastolic blood pressure (DBP) , hypertension, diabetes mellitus, dyslipidemia, heart disease, and stroke in the CMM group were higher than those in the non-CMM group, and the proportion of smoking and high-density lipoprotein cholesterol (HDL-C) were lower than those in the non-CMM group (P<0.05) . In the female group, the age, BMI, TC, TG, LDL-C, RC, FPG, TyG index, BRI, SBP, DBP, hypertension, diabetes, dyslipidemia, heart disease, and stroke in the CMM group were higher than those in the non-CMM group, and the proportion of education in high school or above and HDL-C in the female group were lower than those in the non-CMM group (P<0.05) . There were statistically significant differences in the prevalence of CMM, alcohol consumption ratio, TC, TG, LDL-C, RC, FPG, TyG index, SBP and DBP among different genders (P<0.05) , and the prevalence of CMM increased with the increase of BRI level (Ptrend<0.001 for males and <0.001 for females) . The prevalence of CMM was different among different genders and age groups (P<0.001) , and the proportion of CMM people over 50 years old (male 89.4%, females 91.2%) is much larger than that under 50 years of age (males 10.6%, female 8.8%) . Multivariate Logistic regression showed that the risk of CMM at M2/F2, M3/F3, and M4/F4 levels was increased compared with BRI M1/F1 levels, regardless of whether confounders were adjusted for confounders (P<0.001) . In the mediating analysis of the association between BRI and CMM, after adjusting for covariates such as gender, age, education, smoking and alcohol consumption, the proportion mediated by TyG index (54.62%, 95%CI=50.19%-60.00%) was much higher than that of RC (22.98%, 95%CI=20.70%-26.00%) and SBP (24.05%, 95%CI=22.05%-27.00%) . The association between BRI and CMM disease was more significantly mediated.

    Conclusion

    In people with normal body weight, BRI levels were positively correlated with the risk of CMM, and the TyG index played a significant mediating role in this association.

    Impact of Body Mass Index on the Association of Triglyceride Glucose Index with Cognitive Function: a Cross-sectional Study in Rural Older Adults in Guizhou Province
    LIU Meixia, YIN Jinnian, WU Mei, YANG Xing, ZHOU Quanxiang, YANG Jingyuan
    2025, 28(22):  2806-2812.  DOI: 10.12114/j.issn.1007-9572.2024.0673
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    Background

    Previous studies have suggested associations between the triglyceride glucose index (TyG) , body mass index (BMI) , and cognitive function. However, when exploring the association between TyG and cognitive function, these studies have tended to give less consideration to the potential influence of BMI, and the relationship among these three factors remains unclear. Examining the effect of BMI on the association between TyG and cognitive function is of great significance for developing precise interventions to prevent cognitive decline in older adults.

    Objective

    To explore the effect of BMI on the association between TyG and cognitive function in older adults, and to provide a reference for the prevention of cognitive decline in older adults.

    Methods

    From July to August 2019, the rural elderly residents aged 60 years and older were selected using the multi-stage cluster sampling method from 12 villages in 2 counties (districts) of Guizhou Province, and questionnaire surveys, general physical examinations, cognitive function assessments, and laboratory measurements were carried out among them. Cognitive function was evaluated using the Mini-Mental State Examination (MMSE) scale, and TyG was calculated using laboratory indices (triglyceride, fasting blood glucose) . Spearman rank correlation analysis and multiple linear regression model were used to investigate the association between TyG and cognitive function and the interaction effect between TyG levels and BMI subgroups on cognitive function in older adults.

    Results

    The results of the interaction analysis of the impact of TyG and BMI on cognitive function showed that in model 1 without adjusting for covariates, the interaction term between TyG and low-BMI had an effect on MMSE scores of older adults (β=-0.515, 95%CI=-0.809--0.222, P<0.001) . In model 2 after adjusting for the relevant covariates, the interaction term between TyG and low-BMI still had an effect on MMSE scores in older adults (β=-0.351, 95%CI=-0.601--0.102, P<0.05) . Further stratification of body mass index followed by multiple linear regression analyses showed that in the under weight group, TyG was negatively associated with MMSE scores (rs=-0.330, P<0.001) , higher TyG was associated with cognitive decline (β=-0.251, 95%CI=-0.421--0.081, P<0.05) , and taking the TyG index Q1 group as a reference, the risk of cognitive decline was significantly increased in both Q3 and Q4 groups (Q3: β=-0.453, 95%CI=-0.862--0.043, P<0.05; Q4: β=-0.503, 95%CI=-0.957--0.050, P<0.05) . TyG was not associated with MMSE in the normal weight group and the overweight and obese group.

    Conclusion

    The association between TyG and cognitive function is influenced by BMI, and an association between high TyG and cognitive decline has been found in the under weight older adults. Enhanced monitoring and control of insulin resistance in the under weight group may be helpful in preventing or delaying cognitive decline in older adults.

    Original Research·Focus on Socio-Psychological Behaviors
    The Impact of Acceptance and Commitment Therapy Combined with Sertraline on Depressive Mood, Suicidal Ideation, and Sleep Quality of Adolescents with Depression
    YANG Handan, QIAO Wen, HE Shu, CHEN Yi, TONG Yunmei
    2025, 28(22):  2813-2818.  DOI: 10.12114/j.issn.1007-9572.2024.0546
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    Background

    The detection rate of adolescent depression has shown an increasing trend, which has become a public issue in society. Currently, there are still limited treatment options. ACT is one of the core representatives of the third-generation cognitive behavioral therapy (CBT) , and its application in domestic adolescent populations is relatively limited.

    Objective

    This study aims to explore the intervention effects of ACT combined with Sertraline on depressive mood, suicidal ideation, and sleep quality of adolescents with depression.

    Methods

    Adolescents with depression who visited Chenjiaqiao Hospital in Shapingba District, Chongqing, from October 2023 to April 2024 were selected as the research subjects. A total of 70 patients were initially included and divided into a control group (n=35) and an intervention group (n=35) using a randomized controlled trial. The control group used Sertraline combined with mental health education, while the intervention group used ACT combined with Sertraline. The clinical efficacy of the two groups was compared using the Athens Insomnia Scale (AIS) , Self-rating Depression Scale (SDS) , Self-rating Idea of Suicide Scale (SIOSS) , Acceptance and Action Questionnaire-Ⅱ (AAQ-Ⅱ) , Avoidance and Fusion Questionnaire for Youth (AFQ-Y8) , and sleep monitoring results.

    Results

    Finally, 30 patients in the control group and 32 in the intervention group completed the study. After 8 weeks of treatment, AIS, SDS, SIOSS, AAQ-Ⅱ, and AFQ-Y8 score of the intervention group was lower than that of the control group (P<0.05) . Total sleep time (TST) and Sleep efficiency (SE) were higher in the intervention group (P<0.05) , and Sleep latency (SL) and Wake after sleep onset (WASO) were lower in the intervention group (P<0.05) .

    Conclusion

    ACT can increase psychological flexibility, alleviate depressive mood, improve sleep quality, and reduce suicidal ideation levels in adolescents with depression, which is of good clinical application value.

    The Effect and Mechanism of Compensatory Cognitive Training Based on mHealth APP on Stable Schizophrenia Patients
    WEN Min, ZHOU Yongling, LIU Jingjing, JIANG Keqing, LIU Juan, ZHU Xiaodan
    2025, 28(22):  2819-2825.  DOI: 10.12114/j.issn.1007-9572.2024.0512
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    Background

    Cognitive impairment is a core symptom in patients with schizophrenia, and compensatory cognitive training has been shown to be an effective intervention. However, most existing studies employ offline modes, with limited research on mobile health APP-based compensatory cognitive training.

    Objective

    This study aimed to evaluate the intervention effects and mechanisms of mobile health APP-based compensatory cognitive training in stable schizophrenia patients.

    Methods

    A total of 58 patients with stable schizophrenia from Ningxia Ning'an Hospital (June to December 2023) were randomized into a control group (n=29) and an intervention group (n=29) . The control group received conventional therapy and regular follow-up, while the intervention group underwent additional mobile health APP-based compensatory cognitive training for 12 weeks. Cognitive function and quality of life were assessed using the Brief Assessment of Cognition in Schizophrenia (BACS) and the Schizophrenia Quality of Life Scale (SQLS) , respectively. Pre- and post-intervention scores were compared, and mediation analysis was conducted to explore the relationship between group, BACS, and SQLS scores.

    Results

    Of the initial cohort, 27 patients in each group completed the study. At 12 weeks, the intervention group demonstrated significantly higher BACS total scores and subscale scores (digit sequence, tower of london, verbal memory, semantic fluency, and word fluency) compared to the control group (P<0.05) . Additionally, SQLS total scores psychosocial and motivational-energetic dimension scores were significantly lower in the intervention group (P<0.05) . Mediation analysis revealed that BACS scores partially mediated the relationship between intervention subgroups and SQLS scores (indirect effect was -0.240, 95%CI ranged from -0.556 to -0.050) .

    Conclusion

    Implementing mHealth APP-based compensatory cognitive training for stable schizophrenia patients effectively enhances both cognitive functioning and quality of life. Moreover, it contributes to an individual's perception of a higher quality of life by improving overall cognitive functioning.

    The Effects of Depression and Anxiety on Smoking Behavior among Vocational School Students
    WEI Xiaoxia, CHEN Nuo, WANG Juanjuan, ZHU Jingfen
    2025, 28(22):  2826-2832.  DOI: 10.12114/j.issn.1007-9572.2024.0396
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    Background

    Psychological health issues are important factors leading to early exposure to tobacco and smoking at a younger age. This study focuses on vocational school students to explore the effects of anxiety and depression on their smoking behavior and explore effective ways to control smoking.

    Objective

    To explore the effects of depression and anxiety on smoking behavior among vocational school students, providing evidence for corresponding control measures.

    Methods

    In October 2021, a random cluster sampling method was used to select 5 074 vocational school students in Shanghai for a questionnaire survey, which included students' basic information, depression and anxiety status, and tobacco use. The depression status was assessed using the Patient Health Questionnaire-2 (PHQ-2) Chinese version, and the anxiety status was assessed using the Generalized Anxiety Disorder-7 (GAD-7) scale. Tobacco use was divided into four categories based on the World Health Organization's "Global Youth Tobacco Survey Questionnaire": "never use" "only use cigarettes" "only use e-cigarettes" and "dual use". A multivariate Logistic regression model was used to explore the influence of depression and anxiety on tobacco use.

    Results

    A total of 4 890 vocational school students were surveyed and the response rate for the survey was 96.37%. The rates of cigarette use, e-cigarette use and dual use were 11.23% (271/4 890) , 8.40% (133/4 890) and 5.69% (278/4 890) respectively. Among them, 747 (15.28%) , 1 259 (25.75%) and 556 (11.37%) had depression, mild and moderate to severe anxiety respectively. Multiple Logistic regression analysis showed that depression increases the risk of vocational school students using only cigarettes (OR=1.64, 95%CI=1.20-2.25) , electronic cigarettes (OR=1.88, 95%CI=1.24-2.84) and dual use (OR=2.32, 95%CI=1.72-3.12) . Mild anxiety increases the risk of dual use (OR=1.81, 95%CI=1.34-2.44) , while moderate to severe anxiety increases the risk of using only cigarettes (OR=1.61, 95%CI=1.11-2.33) , electronic cigarettes (OR=2.19, 95%CI=1.37-3.50) , and dual use (OR=3.05, 95%CI=2.16-4.31) Risk. After gender stratification, it was found that depression increased the risk of male students using only cigarettes and dual use (P<0.05) , and increased the risk of female students using only e-cigarettes and dual use (P<0.05) . Moderate to severe anxiety increased the risk of male students using three types of tobacco (P<0.05) , and the risk of dual use for female students was higher than that for male students (OR values were 5.24 vs 2.77, P<0.05) .

    Conclusion

    Depression and anxiety can increase the risk of smoking behavior in vocational school students. Schools and families should strengthen mental health education of adolescents, find and guide adolescents' negative emotions in time, and strengthen the management of e-cigarette tobacco control on the basis of traditional tobacco control, to prevent dual tobacco use behavior and promote the healthy growth of adolescents.