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.Relationship between Lipid Factors and Enhanced Hypotension of Older Coronary Heart Disease with Multiple Branch Lesions
Journal of Public Health and Preventive Medicine 2024;35(5):150-154
Objective To investigate the effect of intensive antihypertensive treatment on lipid-related indexes of elderly hypertensive combined coronary heart disease, and to assess the clinical indexes for predicting the severity of coronary artery lesions. Methods A total of 1 250 elderly patients with hypertension combined with coronary artery disease were included as study subjects from 2021.1 to 2023.1, and were randomly divided into conventional antihypertensive treatment group and intensive antihypertensive treatment group. Fasting blood lipids were collected before treatment, and at the end of 1 course of treatment, coronary angiography (CAG) and fasting blood lipids were detected, and the Gensini (GS) score was performed according to the results of CAG. We compared the lipid-related indexes of the two groups and analyzed the correlation between the lipid-related indexes, the ratio of the lipid-related indexes, and their correlation with the GS score. Results After treatment , TG , TC , LDL-C decreased and HDL-C increased in both groups of patients; After treatment, the levels of TC, LDL-C, TC/TG, and LDL-C/HDL-C in the intensified antihypertensive treatment group were lower than those in the conventional antihypertensive treatment group, while TG/LDL-C was higher than that in the conventional antihypertensive treatment group, and the differences between the groups were statistically significant (P<0.05). There was no statistically significant difference in TG , HDL-C , and VLDL-C between the two groups after treatment (P>0.05).In multiple factor adjusted regression analysis , LDL-C/HDL-C was positively correlated with GS score (OR=1.442 , 95% CI : 1.146-1.814 , P<0.05) . Conclusion Compared with conventional antihypertensive treatment, TC, LDL-C, TC/TG, LDL-C/HDL-C decreased significantly and TG/LDL-C increased significantly in elderly patients with hypertension combined with coronary artery disease after intensive antihypertensive treatment; there was a certain correlation between TC, LDL-C, TC/TG, LDL-C/HDL-C, TG/LDL-C, and the severity of coronary artery lesions in elderly patients with hypertension combined with coronary artery disease. LDL-C/HDL-C can be used as a clinical indicator to assess the severity of coronary artery lesions.
3.False-positive HIV-1 nucleic acid testing results in patients with severe thalassemia after receiving cell and gene therapy
Yifan ZHONG ; Jifei NIU ; Yue LI ; Jing LIU ; Xiaohui WANG ; Hao LI ; Yongxia GAN ; Guilian LI ; Chenli ZHENG ; Chenglong LI ; Yifan CAI ; Zijie YANG ; Wei TAN ; Xiaozhen CHEN ; Tiejian FENG ; Cong JIN ; Jin ZHAO
Chinese Journal of Laboratory Medicine 2024;47(4):451-454
A 11-year old female patient with severe thalassemia, receipt a lentivirus-based cell and gene therapy (CGT) therapy in Shenzhen Children′s Hosptial on July 27th, 2021. At the two follow-up visits after discharge, patient were continuously tested positive for HIV screening through HIV Ag/Ab Combo assay (chemiluminescence Immunoassay), and the viral load results of HIV-1 nucleic acid testing (NAT) were both>5 000 copies/ml. The patient can be diagnosed with HIV infection according to the National Guideline for Detection of HIV/AIDS(2020 Revised Edition). The thorough investigation findings and supplementary experiment results indicated that the false-positive HIV-1 NAT results was caused by cross-reactivity between the target sites detected by conventional HIV-1 NAT reagents and the lentiviral vectors fragments integrated into the genome of patient′s hematopoietic stem/progenitor cells. In conclusion, it is important for laboratories to select appropriate HIV-1 NAT testing platforms which won′t cause cross-reactivity for the testing of samples from patients who have been treated with HIV-derived vectors. It is also recommended to design and develop NAT testing platforms with multiple target regions labeled by different fluorescents for HIV NAT supplementation experiment to reduce the risk of false-positive diagnoses of HIV infection.
4.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.
5.Exploring the Core Medication and Efficacy Evaluation of Hypoxic Pulmonary Hypertension Based on the Traditional Chinese Medicine Inheritance Assistance Platform
Zhengwei DONG ; Min ZHANG ; Yun DING ; Zuoying XING ; Rui YU ; Mengyi ZHAO ; Guanwei FAN ; Yongxia WANG ; Mingjun ZHU
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(8):2016-2022
Objective To investigate the core drugs of traditional Chinese medicine(TCM)for the treatment of hypoxic pulmonary hypertension(HPH),and to verify the drug efficacy by hypoxia combined with Su5416(Hypoxia+Su5416,HySu)-induced PH mouse model.Methods Relevant literatures on TCM treatment of HPH in China Knowledge Network,Wanfang,Weipu were collected,screened and set up a database through the nerf criteria,and inputted into the software of traditional Chinese medicine inheritance assistance platform(V2.5)for the excavation of medication law.The HySu-PH mouse model was established,and the core drugs were evaluated for drug efficacy through force exhaustion exercise running table,blood oxygen saturation,right ventricular pressure,and right heart hypertrophy index test.Results The 102 relevant formulas for the treatment of HPH were screened,involving a total of 158 traditional Chinese medicines,and the top 5 drug frequencies were Salvia miltiorrhiza,Rhizoma Chuanxiong,Astragalus membranaceus,Draba hebecarpa,and Angelica sinensis,with the highest use of blood-activating and blood-stasis removing drugs,and deficiency-tonifying drugs in the categories of drugs used,and Salvia miltiorrhiza was the core drug used.HySu-PH mouse models were constructed and given 2 weeks of treatment with the danshen preparation Danshen injection.Danshen injection significantly elevated body weight(P<0.01),oxygen saturation(P<0.05),displacement of exhaustion(P<0.01),and duration of exhaustion(P<0.05),and lowered the right ventricular systolic blood pressure(P<0.01)and the right cardiac hypertrophy index(P<0.01).Conclusion Salvia miltiorrhiza is a core drug for the treatment of HPH,and the danshen preparation Danshen injection can effectively treat HySu-PH.
6.Exploring the Mechanism of Salvia Miltiorrhiza in the Treatment of Hypoxic Pulmonary Hypertension Based on Network Pharmacology and Experimental Validation
Zhengwei DONG ; Min ZHANG ; Huan ZHAO ; Zuoying XING ; Rui YU ; Guanwei FAN ; Yongxia WANG ; Mingjun ZHU
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(8):2023-2029
Objective Based on the pre-existing basis of effective treatment of hypoxia combined with Su5416-induced hypoxic pulmonary hypertension(HPH)by Salvia miltiorrhiza,to investigate the mechanism of Salvia miltiorrhiza in the treatment of HPH.Methods Using a network pharmacology approach to obtain the key pathways of Salvia miltiorrhiza for the treatment of HPH.The active ingredients of Salvia miltiorrhiza were collected to obtain the targets of the active ingredients.HPH disease targets were collected to obtain the intersection of Salvia miltiorrhiza component targets and HPH disease targets.Protein-Protein Interaction Networks(PPIs)were constructed and KEGG analysis was performed to obtain the key pathways of Salvia miltiorrhiza for HPH.Then used molecular biology to validate the key pathways.Results The 81 targets of Salvia miltiorrhiza for the treatment of HPH were obtained by network pharmacology,and PPI showed that drug component-disease common core targets included ATK1,TNF,EGFR,IL6,ESR1,and KEGG-enriched Pathway mainly included PI3K-AKT signaling pathway,HIF-1 signaling pathway,MAKP signaling pathway,TNF signaling pathway,JAK-STAT signaling pathway and so on.Molecular biological assays showed that Salvia miltiorrhiza had the effect of reducing lung tissue fibrosis and inhibiting the PI3K/AKT signalling pathway in HySu-PH mice.Conclusion Salvia miltiorrhiza has the effect of attenuating pulmonary fibrosis,and its mechanism of action is related to the inhibition of the PI3K/Akt signalling pathway.
7.The retrospective clinical study of asymptomatic primary hyperparathyroidism
Xiaotian HUANG ; Liang ZONG ; Bing MA ; Yongxia ZHANG ; Xiaohui DU ; Jiandong ZHAO ; Yanping ZHANG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(10):1072-1078
Objective:To summarize and analyze the diagnostic and therapeutic characteristics of asymptomatic primary hyperparathyroidism (aPHPT).Methods:A retrospective analysis was conducted on the clinical data of 103 patients with aPHPT admitted to the Chinese PLA General Hospital from January 2012 to September 2023. The clinical characteristics, treatment modes, and prognoses of the patients were analyzed. GraphPad Prism 8.0 software was used for statistical analysis.Results:Among the 103 cases, there were 37 males and 66 females, aged from 25 to 78 years, with an average age of (53.81±11.34) years. Ninety-eight cases (95.15%) visited due to abnormal findings during physical examination and 5 cases (4.85%) due to hypertension, diabetes or other diseases. All patients underwent minimally invasive parathyroidectomy with small incision, with 96 cases (93.20%) pathologically diagnosed as adenomas and 7 cases as hyperplasia (6.80%). Postoperative mean serum calcium, parathyroid hormone (PTH) and alkaline phosphatase (ALP) levels were respectively significantly lower than preoperative levels, while postoperative serum phosphorus level was significantly higher than preoperative level ( P<0.05). The mean lesion volume was (3.32±6.72)cm 3 (range 0.05-49.50 cm 3). Patients with different lesion volumes had significant differences in preoperative serum calcium, PTH and ALP levels. Lesion volume was positively correlated to preoperative serum calcium(ρ=0.36, P<0.01), PTH(ρ=0.50, P<0.01) and ALP(ρ=0.39, P<0.01). Among 103 patients, 94 cases were followed up (91.26%), 9 cases were lost (8.74%), and the mean follow-up period was (60.15±29.23) months. The followed-up patients were alive and had no recurrence of lesions or complications, and their blood calcium levels were normal. Conclusion:aPHPT can be preliminarily diagnosed through blood biochemistry and imaging examination, and minimally invasive surgery can offer good prognosis without serious complications.
8.The feasibility study of different scan protocols in coronary CT angiography of overweight patients based on wide-detector
Zhichao LIU ; Sai ZHAO ; Zepeng MA ; Yiwen LIU ; Xueran LI ; Mengyi CAI ; Yongxia ZHAO
Journal of Practical Radiology 2024;40(7):1160-1164
Objective To investigate the image quality,radiation dose and contrast medium(CM)intake in coronary computed tomography angiography(CCTA)of overweight patients based on wide-detector using different tube voltages and CM of different concentrations.Methods A total of 150 overweight patients[body mass index(BMI)≥ 25 kg/m2]who underwent CCTA were divided into three groups according to scan protocols:group A(120 kVp,370 mg I/mL CM),group B(100 kVp,350 mg I/mL CM),and group C(80 kVp,320 mg I/mL CM),with each group had 50 patients.The mean CT value,mean signal-to-noise ratio(SNR),mean contrast-to-noise ratio(CNR),figure of merit(FOM)of all images were measured and calculated.Images were assessed using a 5-point scale by two radiologists.The volume CT dose index(CTDIvol)and dose length product(DLP)of each patient were recorded and the effective dose(ED)was calculated.The total iodine intake values of patients in three groups were calculated.The above data were statistically analyzed by one-way ANOVA.Results The mean CT value,mean SNR,mean CNR,and mean subjective score of groups B and C were significantly higher than those of group A(P<0.001),but there was no significant difference between groups B and C(P>0.05).The FOM value of groups B and C was significantly higher than that of group A(P<0.001),and the FOM value of group B was significantly lower than that of group C(P<0.001).The total iodine intake values of groups B and C was significantly lower than that of group A(P<0.001).The ED and total iodine intake values in groups B and C were 30.34%,68.53%and 10.22%,16.85%lower than those in group A,respectively(P<0.001).Conclusion Under the premise of ensuring image quality,the lower tube voltage and lower concentration of CM based on wide-detector allows for significant reduction in radiation dose and total iodine intake in CCTA for overweight patients compared to routine scan protocols.
9.Evaluation of safety and quality management effect of ventilators in intensive care unit based on data envelopment analysis model
Haiting SHI ; Ying ZHAO ; Sifang REN ; Jingjing GAO ; Dan HU ; Yongxia GAO
China Medical Equipment 2024;21(11):104-108
Objective:To explore the application effect of data envelopment analysis(DEA)model in the safety and quality management of ventilators in intensive care units.Methods:Based on the Chanis-Cooper-Rhodes(CCR)dual model,by adding constraints,the input-oriented Bank-Carnes-Cooper(BCC)model was constructed to construct the DEA model.Among the 124 related items in the DEA model,20 high-level related items were identified to carry out ventilator quality control management related to clinical service efficiency.A total of 33 ventilators in clinical use in the intensive care unit(ICU)of Jiangsu Province Hospital from October 2021 to September 2023 were selected.Among them,the ventilators used from October 2021 to September 2022 were managed by traditional quality control management methods,and the ventilators used from October 2022 to September 2023 were managed by DEA model.The satisfaction scores,management quality scores and clinical efficiency scores of participants in ventilator use management were compared between the two management methods.Results:The satisfaction scores of medical staff,patients and equipment engineers for ventilator management using the DEA model management method were(96.68±2.25)points,(96.32±2.18)points and(95.66±2.54)points,respectively,which were higher than those of the traditional quality control management method,the difference was statistically significant(t=10.940,15.220,6.674,P<0.05).The average scores of ventilator operation performance,inspection operation safety and timeliness using DEA model management method were(4.44±0.31)points,(4.53±0.37)points and(4.61±0.36)points,respectively,which were higher than those of the traditional quality control management method,the difference was statistically significant(t=12.692,14.979,17.025,P<0.05).The average scores of ventilator work efficiency,ventilator response time efficiency and ventilator treatment efficiency using the DEA model management method were(4.49±0.32)points,(4.75±0.35)points and(4.68±0.32)points,respectively,which were all higher than those of the traditional quality control management method,with statistically significant differences(t=21.179,16.785,16.347,P<0.05).Conclusion:The application of the DEA model in the management of ventilators in ICU can improve the efficiency of ventilator clinical service,improve the satisfaction of ventilator management personnel and the quality of ventilator management.
10.The value of gemstone spectral imaging (GSI) in abdominal CT enhancement scanning of overweight and obese patients
Kai GAO ; Zepeng MA ; Tianle ZHANG ; Ziyan LIU ; Wei DING ; Yongxia ZHAO
Chinese Journal of Radiological Medicine and Protection 2024;44(11):971-978
Objective:To compare the image quality, radiation dose, and total iodine content of abdominal computed tomography (CT) enhancement scanning of overweight and obese patients with different scanning protocols, and to explore the optimal keV image serial for abdominal CT.Methods:A total of 90 overweight or obese patients [24 kg/m 2 ≤ body mass index (BMI) < 28 kg/m 2 or BMI ≥ 28 kg/m 2] were divied into groups A, B and C, with 30 patients in each group. Group A used Gemstone spectral imaging (GSI) mode and contrast medium with 320 mg I/ml, group B used low tube voltage mode (100 kVp) and contrast medium with 370 mg I/ml, and group C used conventional tube voltage mode (120 kVp) and contrast medium with 370 mg I/ml. Monochromatic energy images at 50-70 keV (5 keV interval) were reconstructed for the arterial and portal vein phases of group A. Radiation dose and total iodine content were recorded and calculated for the 3 groups. The region of interest was placed on the organ, blood vessel, and erector spinae muscle at same level. The CT values and image noise values were measured, and the contrast-to-noise ratio (CNR) was calculated. All images were scored subjectively in double-blinded by two radiologists. One-way analysis of variance or Kruskal-Wallis H test were used to compare The CT values, CNRs, and subjective scores of each subgroup image in group A, group B and group C, and the radiation doses and total iodine contents in 3 groups were compared. The optimal keV value for group A was selected. Results:At 50-60 keV, the CT values and CNRs of arterial and portal vein phases in group A were higher ( P < 0.05) than or similar to those in groups B and C ( P > 0.05), and the subjective scores were lower than those of groups B and C at 50 and 55 keV ( H = 34.47, 41.27, P < 0.05), whereas there was no statistically significant difference at 60 keV ( P > 0.05). At 65 and 70 keV, only the CT value and CNR of the renal cortex in group A at the 65 keV of arterial phase were higher than those in groups B and C ( F = 102.38, 29.47, P < 0.001). The subjective scores were not significantly between groups B and C ( P > 0.05). There were no statistically significant difference between CT values, CNRs, or subjective scores in group B and group C ( P > 0.05). The effective doses in groups A and B were 24.72% and 25.78% lower than those in group C, respectively. Compared to groups B and C, the total iodine content in group A decreased by 12.50% and 13.34%, respectively. Conclusions:GSI model combined with a low-concentration contrast medium in abdominal CT for overweight and obese patients can meet the image quality requirements while reducing patient total iodine content and radiation dose. The optimal keV value of enhanced abdominal CT for double phases was 60 keV.


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