1.Effect of Yang-Reinforcing and Blood-Activating Therapy on the Long-Term Prognosis for Dilated Cardio-myopathy Patients with Yang Deficiency and Blood Stasis Syndrome:A Retrospective Cohort Study
Shiyi TAO ; Jun LI ; Lintong YU ; Ji WU ; Yuqing TAN ; Xiao XIA ; Fuyuan ZHANG ; Tiantian XUE ; Xuanchun HUANG
Journal of Traditional Chinese Medicine 2026;67(1):53-59
ObjectiveTo evaluate the impact of yang-reinforcing and blood-activating therapy on the long-term prognosis for patients with dilated cardiomyopathy (DCM) of yang deficiency and blood stasis syndrome. MethodsA retrospective cohort study was conducted involving 371 DCM patients with yang deficiency and blood stasis syndrome. The yang-reinforcing and blood-activating therapy was defined as the exposure factor. Patients were categorized into exposure group (186 cases) and non-exposure group (185 cases) according to whether they received yang-reinforcing and blood-activating therapy combined with conventional western medicine for 6 months or longer. The follow-up period was set at 48 months, and the Kaplan-Meier survival analysis was used to assess the cumulative incidence of major adverse cardiovascular events (MACE) in both groups. Cox regression analysis was used to explore the impact of yang-reinforcing and blood-activating therapy on the risk of MACE, and subgroup analysis was performed. Changes in traditional Chinese medicine (TCM) syndrome score, left ventricular ejection fraction (LVEF), left ventricular fractional shortening (LVFS), left ventricular end-diastolic diameter (LVEDD), and Minnesota Living with Heart Failure Questionnaire (MLHFQ) score were compared between groups at the time of first combined use of yang-reinforcing and blood-activating therapy (before treatment) and 1 year after receiving the therapy (after treatment). ResultsMACE occurred in 31 cases (16.67%) in the exposure group and 47 cases (25.41%) in the non-exposure group. The cumulative incidence of MACE in the exposure group was significantly lower than that in the non-exposure group [HR=0.559, 95%CI(0.361,0.895), P=0.014]. Cox regression analysis showed that yang-reinforcing and blood-activating therapy was an independent factor for reducing the risk of MACE in DCM patients [HR=0.623, 95%CI(0.396,0.980), P=0.041], and consistent results were observed in different subgroups. Compared with pre-treatment, the exposure group showed decreased TCM syndrome score and MLHFQ score, reduced LVEDD, and increased LVEF and LVFS after treatment (P<0.05); in the non-exposure group, TCM syndrome score decreased, LVEF and LVFS increased, and LVEDD reduced after treatment (P<0.05). After treatment, the exposure group had higher LVEF and LVFS, smaller LVEDD, and lower TCM syndrome score and MLHFQ score compared with the non-exposure group (P<0.05). ConclusionCombining yang-reinforcing and blood-activating therapy with conventional western medicine can reduce the risk of MACE in DCM patients with yang deficiency and blood stasis syndrome, meanwhile improving their clinical symptoms, cardiac function, and quality of life.
2.Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study
Yunshu LYU ; Qingxing LU ; Yane LIU ; Mengtong XIE ; Lintong JIANG ; Junnan LI ; Ning WANG ; Xianglong DAI ; Yuqi YANG ; Peiming JIANG ; Qiong YU
The Korean Journal of Pain 2025;38(2):177-186
Background:
Obesity and chronic pain are related in both directions, according to earlier observational research.This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship.
Methods:
This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders.
Results:
The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP.Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively.
Conclusions
The authors’ findings demonstrate that the importance of education and smoking in understanding chronic pain’s pathogenesis, which is important for the primary prevention and prognosis of chronic pain.
3.Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study
Yunshu LYU ; Qingxing LU ; Yane LIU ; Mengtong XIE ; Lintong JIANG ; Junnan LI ; Ning WANG ; Xianglong DAI ; Yuqi YANG ; Peiming JIANG ; Qiong YU
The Korean Journal of Pain 2025;38(2):177-186
Background:
Obesity and chronic pain are related in both directions, according to earlier observational research.This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship.
Methods:
This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders.
Results:
The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP.Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively.
Conclusions
The authors’ findings demonstrate that the importance of education and smoking in understanding chronic pain’s pathogenesis, which is important for the primary prevention and prognosis of chronic pain.
4.Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study
Yunshu LYU ; Qingxing LU ; Yane LIU ; Mengtong XIE ; Lintong JIANG ; Junnan LI ; Ning WANG ; Xianglong DAI ; Yuqi YANG ; Peiming JIANG ; Qiong YU
The Korean Journal of Pain 2025;38(2):177-186
Background:
Obesity and chronic pain are related in both directions, according to earlier observational research.This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship.
Methods:
This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders.
Results:
The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP.Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively.
Conclusions
The authors’ findings demonstrate that the importance of education and smoking in understanding chronic pain’s pathogenesis, which is important for the primary prevention and prognosis of chronic pain.
5.Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study
Yunshu LYU ; Qingxing LU ; Yane LIU ; Mengtong XIE ; Lintong JIANG ; Junnan LI ; Ning WANG ; Xianglong DAI ; Yuqi YANG ; Peiming JIANG ; Qiong YU
The Korean Journal of Pain 2025;38(2):177-186
Background:
Obesity and chronic pain are related in both directions, according to earlier observational research.This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship.
Methods:
This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders.
Results:
The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP.Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively.
Conclusions
The authors’ findings demonstrate that the importance of education and smoking in understanding chronic pain’s pathogenesis, which is important for the primary prevention and prognosis of chronic pain.
6.Causal association of obesity and chronic pain mediated by educational attainment and smoking: a mediation Mendelian randomization study
Yunshu LYU ; Qingxing LU ; Yane LIU ; Mengtong XIE ; Lintong JIANG ; Junnan LI ; Ning WANG ; Xianglong DAI ; Yuqi YANG ; Peiming JIANG ; Qiong YU
The Korean Journal of Pain 2025;38(2):177-186
Background:
Obesity and chronic pain are related in both directions, according to earlier observational research.This research aimed to analyze the causal association between obesity and chronic pain at the genetic level, as well as to assess whether common factors mediate this relationship.
Methods:
This study used bidirectional two sample Mendelian randomization (MR) technique to analyze the association between obesity and chronic pain. Obesity's summary genome-wide association data were obtained from European ancestry groups, as measured by body mass index (BMI), waist-to-hip ratio, waist circumference (WC), and hip circumference (HC), genome-wide association study data for chronic pain also came from the UK population, including chronic pain at three different sites (back, hip, and headache), chronic widespread pain (CWP), and multisite chronic pain (MCP). Secondly, a two-step MR and multivariate MR investigation was performed to evaluate the mediating effects of several proposed confounders.
Results:
The authors discovered a link between chronic pain and obesity. More specifically, a sensitivity analysis was done to confirm the associations between greater BMI, WC, and HC with an increased risk of CWP and MCP.Importantly, the intermediate MR results suggest that education levels and smoking initiation may mediate the causal relationship between BMI on CWP, with a mediation effect of 23.08% and 15.38%, respectively.
Conclusions
The authors’ findings demonstrate that the importance of education and smoking in understanding chronic pain’s pathogenesis, which is important for the primary prevention and prognosis of chronic pain.
7.Association between Triglyceride-Glucose Index and Major Adverse Cardiovascular Events Risk in Coronary Heart Disease Patients with Blood Stasis Syndrome after Percutaneous Coronary Intervention
Shiyi TAO ; Lintong YU ; Jun LI ; Li HUANG ; Zicong XIE ; Deshuang YANG ; Tiantian XUE ; Yuqing TAN
Journal of Traditional Chinese Medicine 2024;65(17):1784-1793
ObjectiveTo explore the association between triglyceride-glucose (TyG) index and major adverse cardiovascular events (MACEs) risk in coronary heart disease (CHD) patients with blood stasis syndrome after percutaneous coronary intervention (PCI). MethodsA total of 857 CHD patients with blood stasis syndrome after PCI were enrolled and divided into four groups according to the baseline TyG index quartiles, Q1 (TyG < 8.51), Q2 (8.51 ≤ TyG < 8.88), Q3 (8.88 ≤ TyG < 9.22), and Q4 (TyG ≥ 9.22). The clinical outcome was defined as a compound endpoint of cardiovascular events including cardiac death, non-fatal myocardial infarction, unplanned revascularization, in-stent restenosis and stroke. The machine learning Boruta algorithm was used for feature selection related to MACEs risk. Kaplan-Meier survival analysis and Cox proportional hazards regression model were used to compare the differences in MACEs risk among the four groups. Restricted cubic spline (RCS) and subgroup analysis were performed to determine the relationship between the TyG index and MACEs risk. The area under the receiver operating characteristic (ROC) curve (AUC), calibration curve and Hosmer-Lemeshow test, and decision curve analysis (DCA) were plotted to evaluate the predictive value of the TyG index for MACEs risk. ResultsThe median follow-up time of the included patients was 2.45 years. During the follow-up period, 313 cases (36.52%) of new MACEs occurred. The incidence of MACEs in Q1, Q2, Q3, Q4 group was 28.17% (60/213), 29.05% (61/210), 39.45% (86/218) and 49.07% (106/216), respectively. Kaplan-Meier survival analysis suggested statistically significant differences in MACEs risk among the four groups (P<0.001). Cox proportional hazards regression model analysis found that the risk of MACEs in patients with high TyG index increased by 60.1% (P<0.01). Using Q1 as the reference, the MACEs risk in Q2, Q3 and Q4 groups gradually increased, and the trend was statistically significant (P<0.05). RCS model suggested that the TyG index was nonlinearly associated with the MACEs risk (P<0.001). The TyG index had a good predictive performance for MACEs risk according to ROC analysis (AUC=0.758, 0.724-0.792) and Hosmer-Lemeshow test (χ2 = 4.319, P = 0.827). Additionally, DCA analysis also suggested a good clinical efficacy of the TyG index for predicting MACEs. Subgroup analysis showed that different baseline TyG index was positively correlated with the MACEs risk in the stratification of age, male, BMI, history of diabetes and hypertension, and low-density lipoprotein cholesterol (LDL-C)≥1.8 mmol
8.A Prospective Cohort Study on the Risk of Major Adverse Cardiovascular Events in Patients with Coronary Heart Disease after Percutaneous Coronary Intervention with Blood-invigorating and Stasis-dissolving Medicinals
Lintong YU ; Shiyi TAO ; Xiaojuan MA ; Jie GAO ; Hua QYU ; Yu YANG ; Bingchang CHEN ; Dazhuo SHI
Journal of Traditional Chinese Medicine 2024;65(18):1895-1902
ObjectiveTo explore the impact of blood-invigorating and stasis-dissolving medicinals combined with conventional western medicine on the major adverse cardiovascular events (MACE) in patients with coronary heart disease (CHD) after percutaneous coronary intervention (PCI). MethodsA prospective cohort study was conducted to collect data on consecutive cases of CHD after PCI. According to whether blood-invigorating and stasis-dissolving medicinals were used, the cases were divided into a Chinese herbal medicinals (CHM) group and control group. The primary outcome was the incidence of MACE one year after PCI, while the secondary outcomes included TCM syndrome score and echocardiography left ventricular ejection fraction (LVEF). Logistic regression analysis was performed to explore the influencing factors of MACE. ResultsA total of 844 patients who met the criteria were included, with 617 in the CHM group and 227 in the control group. The main blood-invigorating and stasis-dissolving medicinals being used were Danshen (Radix et Rhizoma Salviae Miltiorrhizae, 46.35%), Chuanxiong (Rhizoma Chuanxiong, 45.87%), and Chishao (Radix Paeoniae Rubra, 42.30%). After a median follow-up of 12.73 months, the incidence of MACE in the CHM group (142/617, 23.01%) was significantly lower than that in the control group (68/227, 29.96%) with significant difference (OR=0.70, 95%CI 0.50 to 0.98, P = 0.04). The LVEF of the CHM group [(60.06±6.13)%] was higher than that of the control group [(58.27±7.36)%] with significant difference (t = 0.356, P<0.01). The TCM syndrome score in the CHM group decreased to 12.66±4.47, while that in the control group increased to 13.81±3.88, with the results favoring the CHM group (t = 2.78, P<0.01). Univariate analysis showed correlations between the incidence of MACE after PCI and the use of blood-invigorating and stasis-dissolving medicinals, LVEF, usage of renin-angiotensin-aldosterone system (RAAS) inhibitors, TCM syndrome score, and usage of β blockers (P<0.05). Multivariate analysis showed that the use of blood-invigorating and stasis-dissolving medicinals was significantly associated with the reduction of MACE (P<0.01), while the baseline LVEF decline, TCM syndrome score increase, no use of RAAS inhibitors or β blockers were the risk factors of MACE after PCI (P<0.05). ConclusionThe use of blood-invigorating and stasis-dissolving medicinals based on the conventional western medicine can reduce the risk of MACE one year after PCI of CHD, improve the TCM syndromes and protect heart function.
9.Establishment and Validation of Clinical Prediction Model for 1-year MACEs Risk After PCI in CHD Patients with Blood Stasis Syndrome
Shiyi TAO ; Lintong YU ; Deshuang YANG ; Gaoyu ZHANG ; Lanxin ZHANG ; Zihan WANG ; Jiarong FAN ; Li HUANG ; Mingjing SHAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(20):69-80
ObjectiveTo establish and validate a clinical prediction model for 1-year major adverse cardiovascular events(MACEs)risk after percutaneous coronary intervention (PCI) in coronary heart disease (CHD) patients with blood stasis syndrome. MethodThe consecutive CHD patients diagnosed with blood stasis syndrome in the Department of Integrative Cardiology at China-Japan Friendship Hospital from September 1, 2019 to March 31, 2021 were selected for a retrospective study, and basic clinical features and relevant indicators were collected. Eligible patients were classified into a derivation set and a validation set at a ratio of 7∶3, and each set was further divided into a MACEs group and a non-MACEs group. The factors affecting the outcomes were screened out by least absolute shrinkage and selection operator (Lasso) and used to establish a logistic regression model and identify independent prediction variables. The goodness-of-fit of the model was evaluated by the Hosmer-Lemeshow test, and the area under curve (AUC) of the receiver operating characteristic (ROC) curve, calibration curve, decision curve analysis (DCA), and clinical impact curve (CIC) were employed to evaluate the discrimination, calibration, and clinical impact of the model. ResultA total of 731 consecutive patients were assessed and 404 eligible patients were enrolled, including 283 patients in the derivation set and 121 patients in the validation set. Lasso identified ten variables influencing outcomes, which included age, sex, fasting plasma glucose (FPG), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), homocysteine (Hcy), brachial-ankle pulse wave velocity (baPWV), flow-mediated dilatation (FMD), left ventricular ejection fraction (LVEF), and Gensini score. The multivariate Logistic regression preliminarily identified age, FPG, TG, Hcy, LDL-C, LVEF, and Gensini score as the independent variables that influenced the outcomes. Of these variables, male, high FMD and high LVEF were protective factors, and the rest were risk factors. The prediction model for 1-year MACEs risk after PCI in CHD patients with blood stasis syndrome showed χ2=12.371 (P=0.14) in Hosmer-Lemeshow test and the AUC of 0.90. With the threshold probability > 10%, the model showed better prediction performance for 1-year MACEs risk after PCI in CHD patients with blood stasis syndrome than for that in all the patients. With the threshold probability > 60%, the estimated value was much closer to the real number of patients. ConclusionThe established clinical prediction model facilitates the early prediction of 1-year MACEs risk after PCI in CHD patients with blood stasis syndrome, which can provide ideas for the precise treatment of CHD patients after PCI and has guiding significance for improving the prognosis of the patients. Meanwhile, multi-center studies with larger sample sizes are expected to further validate, improve, and update the model.

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