1.Construction and Application Evaluation of an Integrated Traditional Chinese and Western Medicine Risk Prediction Model for Readmission in Patients with Stable Angina of Coronary Heart Disease:A Prospective Study Based on Real-World Clinical Data
Wenjie HAN ; Mingjun ZHU ; Xinlu WANG ; Rui YU ; Guangcao PENG ; Qifei ZHAO ; Jianru WANG ; Shanshan NIE ; Yongxia WANG ; Jingjing WEI
Journal of Traditional Chinese Medicine 2025;66(6):604-611
ObjectiveBy exploring the influencing factors of readmission in patients with stable angina of coronary heart disease (CHD) based on real-world clinical data, to establish a risk prediction model of integrated traditional Chinese and western medicine, in order to provide a basis for early identification of high-risk populations and reducing readmission rates. MethodsA prospective clinical study was conducted involving patients with stable angina pectoris of CHD, who were divided into a training set and a validation set at a 7∶3 ratio. General information, traditional Chinese medicine (TCM)-related data, and laboratory test results were uniformly collected. After a one-year follow-up, patients were classified into a readmission group and a non-readmission group based on whether they were readmitted. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for readmission. A risk prediction model of integrated traditional Chinese and western medicine was constructed and visualized using a nomogram. The model was validated and evaluated in terms of discrimination, calibration, and clinical decision curve analysis. ResultsA total of 682 patients were included, with 477 in the training set and 205 in the validation set, among whom 89 patients were readmitted. Multivariate logistic regression analysis identified heart failure history [OR = 6.93, 95% CI (1.58, 30.45)], wiry pulse [OR = 2.58, 95% CI (1.42, 4.72)], weak pulse [OR = 3.97, 95% CI (2.06, 7.67)], teeth-marked tongue [OR = 4.38, 95% CI (2.32, 8.27)], blood stasis constitution [OR = 2.17, 95% CI (1.06, 4.44)], phlegm-stasis mutual syndrome [OR = 3.64, 95% CI (1.87, 7.09)], and elevated non-high-density lipoprotein cholesterol [OR = 1.30, 95% CI (1.01, 1.69)] as influencing factors of readmission. These factors were used as predictors to construct a nomogram-based risk prediction model for readmission in patients with stable angina. The model demonstrated moderate predictive capability, with an area under the receiver operating characteristic curve (AUC) of 0.818 [95% CI (0.781, 0.852)] in the training set and 0.816 [95% CI (0.779, 0.850)] in the validation set. The Hosmer-Lemeshow test showed good calibration (χ² = 4.55, P = 0.80), and the model's predictive ability was stable. When the threshold probability exceeded 5%, the clinical net benefit of using the model to predict readmission risk was significantly higher than intervening in all patients. ConclusionHistory of heart failure, teeth-marked tongue, weak pulse, wiry pulse, phlegm-stasis mutual syndrome, blood stasis constitution, and non-high-density lipoprotein cholesterol are influencing factors for readmission in patients with stable angina of CHD. A clinical prediction model was developed based on these factors, which showed good discrimination, calibration, and clinical utility, providing a scientific basis for predicting readmission events in patients with stable angina.
2.Literature Study on the Evolution of TCM Syndrome Characteristics of Chronic Heart Failure From 1973 to 2023
Chidao ZHANG ; Yongxia WANG ; Mingjun ZHU ; Zuoying XING ; Boyong QIU ; Xinlu WANG ; Rui YU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):121-131
Objective To excavate the TCM syndrome of chronic heart failure from 1973 to 2023 and summarize the evolution of the characteristics of medical syndrome.Methods The relevant literature on clinical research on TCM syndromes in three databases including CNKI from January 1,1973 to October 1,2023 was searched,and SPSS 21.0 and Rstudio software were used to conduct descriptive statistical analysis,association rule analysis,and cluster analysis on the distribution characteristics of TCM syndrome types and pattern elements in the final literature.Results A total of 218 literatures,including 41604 patients,covering 29 provinces,municipalities and autonomous regions across the country,were included,of which 179 articles explicitly reported the TCM composite syndrome type,including 31123 patients.A total of 71996 pattern elements were extracted,and the common elements included qi deficiency,blood stasis,phlegm turbidity,etc.The main location of the disease include heart,liver,spleen,etc.The characteristics of TCM syndromes in different regions and different periods show certain evolution rules,from 1973 to 2023,the proportion of qi deficiency and blood stasis pattern and phlegm and stasis mutual obstruction pattern showed an upward trend.The proportion of simple false evidence increased from 1994 to 2003 compared with 1973 to 1993,but decreased from 2004 to 2023,and was lower than that from 1973 to 1993.The proportion of yang deficiency water pan syndrome showed a downward trend;The evolution of syndromes in different regions has changed from deficiency to deficiency and real mixed syndrome,for example,North China,which has the highest proportion,has changed from cardiopulmonary qi deficiency to qi deficiency and blood stasis.In recent years,the proportion of heart,liver and spleen in the chronic heart failure syndrome pattern showed an overall upward trend,the proportion of the syndrome elements of the deficiency syndrome showed a downward trend,and the proportion of the syndrome elements of the standard disease syndrome showed an upward trend.Conclusion The characteristics of chronic heart failure syndrome are always the evidence of deficiency and reality,with"deficiency and qi retention"as the core pathogenesis,and the main disease sites are the heart,liver,and spleen,and the pattern elements composed of qi deficiency,phlegm turbidity,blood stasis,and water drinking gradually occupy a dominant position,and the TCM pattern type of chronic heart failure may show a trend of"deficiency of phlegm and stasis"in the future.
3.Latent class analysis of post-stroke demoralization in patients with disabilities
Ziyi ZHANG ; Mengli ZHANG ; Jinpeng XU ; Yongxia CHEN ; Ningning ZHU ; Xueqin SUN
Chinese Journal of Modern Nursing 2025;31(1):60-65
Objective:To explore the latent class characteristics of demoralization in severely disabled stroke patients, and analyze the differences and influencing factors of each class by latent class analysis.Methods:Convenience sampling was used to select 335 patients in the Neurointensive Care Unit of three Class Ⅲ Grade A hospitals in Anhui Province from October 2023 to March 2024, and were confirmed to be with post-stroke disability through follow-up as research subjects. General Information Questionnaire and Demoralization Scale-Ⅱ were used for a survey. Latent class analysis was used to identify latent classes of demoralization, and multiple logistic regression was used to analyze the influencing factors of different latent classes.Results:A total of 335 questionnaires were distributed, and 321 valid questionnaires were retrieved. The effective recovery rate of the questionnaires was 95.8%. Demoralization of severe stroke patients with disability was classified into four categories of low demoralization (40.2%, 129/321), moderate demoralization with coping loss (12.1%, 39/321), moderate demoralization with goal loss (21.2%, 68/321), and high disability (26.5%, 85/321). Multiple Logistic regression analysis showed that age, gender, per capita monthly income of the family, whether was the economic pillar of the family, long-term residence, and relationship with cohabitants were the influencing factors of demoralization in severe stroke patients with disability (all P<0.05) . Conclusions:There are four latent classes of demoralization in stroke patients with disability, and age, gender, per capita monthly income of the family, whether they are the economic pillar of the family, long-term residence, and relationship with cohabitants are the influencing factors of demoralization in severe stroke patients with disability.
4.Development and barriers of review indicators for exercise rehabilitation in kinesiophobia patients after degenerative lumbar spine disease surgery
Hongyan GUO ; Yongxia CHEN ; Jie MA ; Tingting LEI ; Ningning ZHU ; Yangxibei ZHANG ; Qian ZHAO
Chinese Journal of Modern Nursing 2025;31(13):1744-1753
Objective:To carry out evidence-based practice in the management of exercise rehabilitation for kinesiophobia patients after degenerative lumbar spine disease surgery, construct review indicators, analyze barriers and facilitators to evidence-based practice, and develop strategies for action change.Methods:Using the integrated-promoting action on research implementation in health services model (i-PARIHS model) as a theoretical framework, clinical nursing problems were identified, the evidence-based practice group was built, evidence was systematically retrieved, evaluated, and summarized, and review indicators were developed and review methodology was clarified. An evidence-based baseline review of 36 healthcare professionals in the Department of Orthopedics of the First Affiliated Hospital of Bengbu Medical University was conducted from October 2023 to January 2024 using the Evidence-based Readiness Scale. Barriers and facilitators to the evidence-based practice were analyzed based on the results of the baseline review, strategies for action were developed accordingly.Results:A total of 23 pieces of best evidence were included and 32 review indicators were developed. In the baseline review, 25 of the review indicators had an accurate implementation rate of < 60% and 14 had an implementation rate of 0. The main barriers of evidence-based practice were lack of effective feedback systems, lack of kinesiophobia mentoring programs, and lack of management processes and educational materials. The main facilitators were active support from organizational leadership and high motivation of patients and their families to participate. A total of 15 action strategies were eventually developed.Conclusions:This study constructed review indicators for the management of exercise rehabilitation in kinesiophobia patients after degenerative lumbar spine disease surgery based on the best evidence. There are several barriers in clinical practice. The action change strategy developed is scientifically sound and feasible.
5.Effect of Modified Zhigancao Granules (炙甘草汤加味颗粒) on Early Recurrence Following Radiofrequency Ablation in Patients with Atrial Fibrillation of Qi-Yin Deficiency Syndrome:A Randomized,Double-Blind,Placebo-Controlled Trial
Yucai HU ; Boyong QIU ; Jingjing WEI ; Bin LI ; Zuoying XING ; Huixia PENG ; Mingjun ZHU ; Yongxia WANG
Journal of Traditional Chinese Medicine 2025;66(23):2460-2466
ObjectiveTo evaluate the clinical effectiveness and safety of Modified Zhigancao Granules (炙甘草汤加味颗粒) for preventing the early recurrence following radiofrequency ablation in patients with atrial fibrillation (AF) of qi-yin deficiency syndrome. MethodsA multi-center, randomized, double-blind, placebo-controlled trial was designed. A total of 116 patients with atrial fibrillation of qi-yin deficiency syndrome who underwent radiofrequency ablation for the first time were enrolled from 3 centers, and they were randomly divided into a treatment group (59 cases) and a control group (57 cases). Both groups received basic western medicine treatment after surgery. In addition, the treatment group was given oral Modified Zhigancao Granules, while the control group was given oral placebo granules. The dosage for both groups was 20 g each time, twice a day, with continuous treatment for 12 weeks. The recurrence of atrial fibrillation in both groups was recorded at 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery. The serum levels of B-type natriuretic peptide (BNP), interleukin-6 (IL-6), high-sensitivity C-reactive protein (hs-CRP), and tumor necrosis factor-α (TNF-α) were detected before treatment and 12 weeks after treatment in both groups. The scores of Atrial Fibrillation Effect on QualiTy-of-life (AFEQT) Questionnaire (including scores of the daily life dimension, symptom dimension, treatment worry dimension, treatment satisfaction dimension, and total score) and traditional Chinese medicine (TCM) syndrome scores were compared before treatment and at 4 weeks, 8 weeks, and 12 weeks between groups. Safety indicators such as blood routine, urine routine, liver function, and renal function were monitored before and after treatment. ResultsNine of the treatment group and seven of the control group dropped out. Finally, 50 patients in each group were included in the statistical analysis. At 24 hours, 4 weeks, 8 weeks, and 12 weeks after surgery, the recurrence rates of AF in the treatment group were 2.0% (1/50), 2.0% (1/50), 4.0% (2/50), and 10.0% (5/50), respectively; while those in the control group were 2.0% (1/50), 26.0% (13/50), 28.0% (14/50), and 34.0% (17/50), respectively. Compared with the control group at the same time points, the early recurrence rates of AF in the treatment group were significantly lower at 4 weeks, 8 weeks, and 12 weeks after surgery (P<0.01). Compared with the baseline within group, BNP, hs-CRP, IL-6, and TNF-α in the treatment group all decreased after 12 weeks of treatment (P<0.05); the difference in hs-CRP levels (before vs. after treatment) in the treatment group was higher than that in the control group (P<0.01). Compared with the baseline within group, both groups showed decreases in the total score of AFEQT Questionnaire, scores of the daily life dimension, treatment worry dimension, symptom dimension, and TCM syndrome scores at 4 weeks, 8 weeks, and 12 weeks after treatment. Meanwhile, the score of the treatment satisfaction dimension of AFEQT increased in both groups (P<0.01), and the improvements in all the above scores in the treatment group were superior to those in the control group at all time points (P<0.05 or P<0.01). All safety indicators of patients in both groups were within the normal range before treatment and at 12 weeks after treatment, and no adverse reactions or adverse events occurred in either group. ConclusionModified Zhigancao Granules can reduce the early recurrence rate following radiofrequency ablation in AF patients with qi-yin deficiency syndrome, improve clinical symptoms and quality of life, suppress inflammatory response, and show good safety.
6.Literature Study on the Evolution of TCM Syndrome Characteristics of Chronic Heart Failure From 1973 to 2023
Chidao ZHANG ; Yongxia WANG ; Mingjun ZHU ; Zuoying XING ; Boyong QIU ; Xinlu WANG ; Rui YU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):121-131
Objective To excavate the TCM syndrome of chronic heart failure from 1973 to 2023 and summarize the evolution of the characteristics of medical syndrome.Methods The relevant literature on clinical research on TCM syndromes in three databases including CNKI from January 1,1973 to October 1,2023 was searched,and SPSS 21.0 and Rstudio software were used to conduct descriptive statistical analysis,association rule analysis,and cluster analysis on the distribution characteristics of TCM syndrome types and pattern elements in the final literature.Results A total of 218 literatures,including 41604 patients,covering 29 provinces,municipalities and autonomous regions across the country,were included,of which 179 articles explicitly reported the TCM composite syndrome type,including 31123 patients.A total of 71996 pattern elements were extracted,and the common elements included qi deficiency,blood stasis,phlegm turbidity,etc.The main location of the disease include heart,liver,spleen,etc.The characteristics of TCM syndromes in different regions and different periods show certain evolution rules,from 1973 to 2023,the proportion of qi deficiency and blood stasis pattern and phlegm and stasis mutual obstruction pattern showed an upward trend.The proportion of simple false evidence increased from 1994 to 2003 compared with 1973 to 1993,but decreased from 2004 to 2023,and was lower than that from 1973 to 1993.The proportion of yang deficiency water pan syndrome showed a downward trend;The evolution of syndromes in different regions has changed from deficiency to deficiency and real mixed syndrome,for example,North China,which has the highest proportion,has changed from cardiopulmonary qi deficiency to qi deficiency and blood stasis.In recent years,the proportion of heart,liver and spleen in the chronic heart failure syndrome pattern showed an overall upward trend,the proportion of the syndrome elements of the deficiency syndrome showed a downward trend,and the proportion of the syndrome elements of the standard disease syndrome showed an upward trend.Conclusion The characteristics of chronic heart failure syndrome are always the evidence of deficiency and reality,with"deficiency and qi retention"as the core pathogenesis,and the main disease sites are the heart,liver,and spleen,and the pattern elements composed of qi deficiency,phlegm turbidity,blood stasis,and water drinking gradually occupy a dominant position,and the TCM pattern type of chronic heart failure may show a trend of"deficiency of phlegm and stasis"in the future.
7.Latent class analysis of post-stroke demoralization in patients with disabilities
Ziyi ZHANG ; Mengli ZHANG ; Jinpeng XU ; Yongxia CHEN ; Ningning ZHU ; Xueqin SUN
Chinese Journal of Modern Nursing 2025;31(1):60-65
Objective:To explore the latent class characteristics of demoralization in severely disabled stroke patients, and analyze the differences and influencing factors of each class by latent class analysis.Methods:Convenience sampling was used to select 335 patients in the Neurointensive Care Unit of three Class Ⅲ Grade A hospitals in Anhui Province from October 2023 to March 2024, and were confirmed to be with post-stroke disability through follow-up as research subjects. General Information Questionnaire and Demoralization Scale-Ⅱ were used for a survey. Latent class analysis was used to identify latent classes of demoralization, and multiple logistic regression was used to analyze the influencing factors of different latent classes.Results:A total of 335 questionnaires were distributed, and 321 valid questionnaires were retrieved. The effective recovery rate of the questionnaires was 95.8%. Demoralization of severe stroke patients with disability was classified into four categories of low demoralization (40.2%, 129/321), moderate demoralization with coping loss (12.1%, 39/321), moderate demoralization with goal loss (21.2%, 68/321), and high disability (26.5%, 85/321). Multiple Logistic regression analysis showed that age, gender, per capita monthly income of the family, whether was the economic pillar of the family, long-term residence, and relationship with cohabitants were the influencing factors of demoralization in severe stroke patients with disability (all P<0.05) . Conclusions:There are four latent classes of demoralization in stroke patients with disability, and age, gender, per capita monthly income of the family, whether they are the economic pillar of the family, long-term residence, and relationship with cohabitants are the influencing factors of demoralization in severe stroke patients with disability.
8.Development and barriers of review indicators for exercise rehabilitation in kinesiophobia patients after degenerative lumbar spine disease surgery
Hongyan GUO ; Yongxia CHEN ; Jie MA ; Tingting LEI ; Ningning ZHU ; Yangxibei ZHANG ; Qian ZHAO
Chinese Journal of Modern Nursing 2025;31(13):1744-1753
Objective:To carry out evidence-based practice in the management of exercise rehabilitation for kinesiophobia patients after degenerative lumbar spine disease surgery, construct review indicators, analyze barriers and facilitators to evidence-based practice, and develop strategies for action change.Methods:Using the integrated-promoting action on research implementation in health services model (i-PARIHS model) as a theoretical framework, clinical nursing problems were identified, the evidence-based practice group was built, evidence was systematically retrieved, evaluated, and summarized, and review indicators were developed and review methodology was clarified. An evidence-based baseline review of 36 healthcare professionals in the Department of Orthopedics of the First Affiliated Hospital of Bengbu Medical University was conducted from October 2023 to January 2024 using the Evidence-based Readiness Scale. Barriers and facilitators to the evidence-based practice were analyzed based on the results of the baseline review, strategies for action were developed accordingly.Results:A total of 23 pieces of best evidence were included and 32 review indicators were developed. In the baseline review, 25 of the review indicators had an accurate implementation rate of < 60% and 14 had an implementation rate of 0. The main barriers of evidence-based practice were lack of effective feedback systems, lack of kinesiophobia mentoring programs, and lack of management processes and educational materials. The main facilitators were active support from organizational leadership and high motivation of patients and their families to participate. A total of 15 action strategies were eventually developed.Conclusions:This study constructed review indicators for the management of exercise rehabilitation in kinesiophobia patients after degenerative lumbar spine disease surgery based on the best evidence. There are several barriers in clinical practice. The action change strategy developed is scientifically sound and feasible.
9.A Review of Researches on Traditional Chinese Medicine for Prevention and Treatment of Common Cardio-vascular Diseases during 2021 to 2023
Yongxia WANG ; Jia ZHENG ; Qiaozhi LI ; Xinlu WANG ; Rui YU ; Jingyuan MAO ; Boli ZHANG ; Mingjun ZHU
Journal of Traditional Chinese Medicine 2024;65(11):1189-1195
This study searched the clinical researches on traditional Chinese medicine (TCM) for cardiovascular diseases registered in Chinese Clinical Trial Registry and the US Clinical Trial Registry, the cardiovascular disease-related studies funded by the National Natural Science Foundation of China, as well as those published in China National Knowledge Infrastructure (CNKI), Wanfang database, VIP.com, China Biology Medicine disc (CBMdisc), Embase, Medline, Cochrane Library, and other databases published cardiovascular disease-related studies from 1 January 2021 to 30 June 2023. In order to analyse and evaluate the research progress of TCM treatment for coronary heart disease, hypertension, heart failure, and arrhythmia, this study aimed at recent research hotspots and research direction. It is found that the research on TCM for cardiovascular diseases was gradually deepening and the high-quality evidence continued to emerge. It is believed that studies related to the prevention and treatment of common cardiovascular diseases by TCM reflected the multi-angle integration of modern technology and pattern differentiation and treatment, closer integration of clinical and basic research, and further optimisation of pattern identification and interventions. On this basis, the research programme and implementation process should be further standardized, and the translation of research results should be emphasized to promote the standardized application and promotion of TCM diagnosis and treatment of cardiovascular diseases.
10.Effectiveness of TCM Health Management for Myocardial Infarction based on Tertiary Management System: A Single-arm Cohort Study of 255 Patients
Hongxin GUO ; Mingjun ZHU ; Rui YU ; Xingyuan LI ; Guangcao PENG ; Xinlu WANG ; Jianru WANG ; Bin LI ; Qifei ZHAO ; Yongxia WANG
Journal of Traditional Chinese Medicine 2024;65(8):821-829
ObjectiveTo evaluate the efficacy of TCM health management based on tertiary management system for patients with myocardial infarction (MI). MethodsA total of 277 patients with non-acute MI were enrolled and given comprehensive TCM health management strategies including health education, lifestyle adjustment, risk factors control, medication and TCM appropriate techniques management through a tertiary management system with "the patient as the core, village/community physicians as the main executive body, and tertiary TCM hospital specialists as the leading body", for a period of 12 months by using a prospective single-arm cohort study. Through patient reporting and medical records surveys, various indicators before and after 12-month management were collected and compared. The primary efficacy indicators were readmission rate and recurrent exacerbation rate, and the secondary efficacy indicators included disease awareness-related indicators, lifestyle behavior-related indicators, cardiovascular risk factor-related indicators and Canadian cardiovascular society (CCS) cardiac function classification. ResultsA total of 255 patients completed the study and were included in the final analysis. The recurrent exacerbation and readmission rates of patients after management were 23.14% (59 cases) and 20.25% (49 cases), respectively, significantly lower than 36.08% (92 cases) and 53.72% (130 cases) before management (P<0.05). Except for knowledge on diabetes diagnostic criteria with no significant difference before and after management (P>0.05), awareness of other knowledge with regard to the prevention and treatment of cardiovascular and cerebrovascular diseases were improved after management (P<0.01), as well as the total score (P<0.01). In terms of daily life behaviors, the rates of salty diet, sweet diet and greasy diet were significantly lower than baseline, while the rate of moderate exercise was significantly higher (P<0.05 or P<0.01); the rates of ongoing smoking and vigorous exercise were not significantly changed (P>0.05). For cardiovascular risk factors, patients' total cholesterol, low-density lipoprotein (LDL) cholesterol, triglycerides, fasting glucose, total depression assessment scale score, and total anxiety assessment scale score were significantly reduced after management (P<0.01). Systolic blood pressure and body mass index (BMI) were both higher after management (P<0.05 or P<0.01), and there was no statistically significant difference in diastolic blood pressure (P>0.05). In terms of the cardiovascular disease risk factors reaching the standard levels, the rate of LDL cholesterol <1.8 mmol/L significantly increased (P<0.01), while the rate of BMI <24 kg/m2 and the rate of systolic blood pressure <140 mmHg both decreased significantly (P<0.05 or P<0.01) from baseline; the diastolic blood pressure and rate of fasting glucose <7.0 mmol/L were not significantly changed (P>0.05). The patients' CCS cardiac function classification was significantly reduced (P<0.05). ConclusionTCM health management based on the tertiary management system can enhance MI patients' awareness of the disease, change poor lifestyle habits, reduce risk factors such as blood lipids and blood glucose, improve anxiety and depression, increase activity tolerance, and reduce their recurrence exacerbation and readmission rates, which is worthy of clinical promotion.

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