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.Study on intercellular communication and key genes of smooth muscle cells in human coronary atherosclerosis based on single cell sequencing technology
Chunying SI ; Jianru WANG ; Xiaohui LI ; Yongxia WANG ; Huaimin GUAN
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(2):169-182
Objective·To use single-cell RNA sequencing(scRNA-Seq)technology to interpret the cellular communication landscape of coronary atherosclerosis(CA),and to explore the dominant cell subsets and their key genes.Methods·The GSE131778 data set was downloaded and preprocessed,and quality controlling,dimension reduction clustering and annotation were carried out.Then cell communication analysis was conducted by using CellChat package to identify dominant cell subsets.The FindAllMarker function was used to screen differentially expressed genes(DEGs)between the dominant cell subpopulation and other cell subpopulations,and its protein-protein interaction(PPI)network was constructed.The DEGs ranked in the top five of the Degree algorithm were taken as key genes.Then,the key genes were matched and mined with the cell communication network analyzed by CellChat to obtain the ligand-receptor pairs(L-R)and the signal pathways mediated by the key genes,and the results were visualized.At the same time,the atherosclerosis mouse model was constructed and RT-PCR was used to detect the expression of key genes in carotid atherosclerosis lesions.Results·A total of 11 cell subsets were identified in CA lesions,including smooth muscle cells,endothelial cells,macrophages,monocytes,etc.Cell communication results showed that CellChat detected 70 significant L-R and 26 related signal pathways in 11 cell subsets.Smooth muscle cell was the dominant cell subgroup with the most significant interaction frequency and intensity with other cell subgroups in the active state of communication.The results of DEGs screening showed that there were 206 DEGs between smooth muscle cell subsets and other cell subsets,among which ITGB2,PTPRC,CCL2,DCN and IGF1 were identified as key genes.The results of cell communication mediated by key genes showed that CCL2 and ACKR1 formed L-R and participated in the communication network between smooth muscle cells and endothelial cells through mediating CCL signaling pathway.ITGB2 formed receptor complexes with ITGAM and ITGAX respectively,and then formed L-R with C3 to mediate the complement signal pathway,participating in the communication network among smooth muscle cells,macrophages and monocytes.The validation results of hub genes in animal experiments were consistent with the results of bioinformatics analysis.Conclusion·Smooth muscle cells are the dominant cells in the pathological process of CA,and have extensive communication networks with other cells.They can construct cellular communication networks with endothelial cells,macrophages and monocytes through CCL and complement signaling pathways mediated by CCL2-ACKR1,C3-(ITGAM+ITGB2)and C3-(ITGAX+ITGB2).
3.Application and research progress of nanotechnology in atherosclerosis
Tingting WANG ; Lili YU ; Xiangli SHEN ; Junmeng ZHENG ; Yushan CHEN ; Shasha SHANG ; Jianru WANG
The Journal of Practical Medicine 2024;40(1):53-58
Atherosclerosis(AS)is a common cardiovascular disease,and its treatment and prevention have been the focus of medical research.AS an emerging technology,nanotechnology has unique advantages and plays an important role in the prevention,diagnosis and treatment of AS.This paper reviews the latest research on the application of nanotechnology in AS diseases,systematically discusses the role of nanotechnology in the diag-nosis and treatment of AS,and comprehensively analyzes the effects of nano-drug carriers based on different sur-face trimmers,loading diagnostic and therapeutic drugs so as to monitordisease progression of AS and its targeted treatment.The aim is to provide new thought for the clinical treatment of AS.
4.Screening and experimental validation of hub genes for myocardial isch-emia-reperfusion injury based on bioinformatics
Jianru WANG ; Xingyuan LI ; Shiyang XIE ; Yanling CHENG ; Hongxin GUO ; Mingjun ZHU ; Rui YU
Chinese Journal of Pathophysiology 2024;40(3):473-483
AIM:Using bioinformatics analysis methods to identify the hub genes involved in myocardial isch-emia-reperfusion injury(MIRI).METHODS:Firstly,the rat MIRI related dataset GSE122020,E-MEXP-2098,and E-GEOD-4105 were downloaded from the database.Secondly,differentially expressed genes(DEGs)were screened from each dataset using the linear models for microarray data(limma)package,and robust DEGs were filtered using the robust rank aggregation(RRA)method.In addition,the surrogate variable analysis(SVA)package was used to merge all datas-ets into one,and merged DEGs were screened using the limma package.The common DEGs were obtained by taking the intersection of the two channels of DEGs.Next,the protein-protein interaction(PPI)network of common DEGs was con-structed,and the hub genes were identified using the density-maximizing neighborhood component(DMNC)algorithm.The receiver operating characteristic curve(ROC)was plotted to evaluate the diagnostic performance of the hub gene.Then,the mRNA and protein expression levels of hub genes were detected in the rat MIRI model,and the literature re-view analysis was carried out on the involvement of hub genes in MIRI.Finally,the gene set enrichment analysis(GSEA)was performed on hub gene to further reveal the possible mechanism in mediating MIRI.RESULTS:A total of 143 robust DEGs and 48 merged DEGs were identified.After taking the intersection of the two,48 common DEGs were obtained.In the PPI network of common DEGs,5 hub genes were screened out,namely MYC proto-oncogene bHLH transcription fac-tor(MYC),prostaglandin-endoperoxide synthase 2(PTGS2),heme oxygenase 1(HMOX1),caspase-3(CASP3),and plasminogen activator urokinase receptor(PLAUR).The ROC results showed that the area under the curve values for all hub genes were greater than 0.8.MYC,PTGS2,CASP3,and PLAUR showed high mRNA and protein expression in rat MIRI,while there was no difference in mRNA and protein expression for HMOX1.The literature review revealed that among the 5 hub genes,only PLAUR has not been reported to be involved in MIRI.The GSEA results for PLAUR indicat-ed that its functional enrichment mainly focused on pathways such as NOD-like receptor signaling pathway,P53 signaling pathway,Toll-like receptor signaling pathway,apoptosis,and fatty acid metabolism.CONCLUSION:MYC,PTGS2,CASP3,HMOX1,and PLAUR are involved in the pathological process of MIRI.PLAUR is a potential hub gene that can mediate MIRI by regulating pathways such as NOD like receptor signaling,P53 signaling,Toll like receptor signaling,cell apoptosis,and fatty acid metabolism.The results can provide reference for further investigation into the molecular mechanisms and therapeutic targets of MIRI.
5.A Cross-Sectional Study of Secondary Prevention Status and Influencing Factors of Stable Angina in 1061 Patients with Coronary Heart Disease
Rui YU ; Yingqiang ZHAO ; Peng LI ; Jianru WANG ; Xinlu WANG ; Qifei ZHAO ; Yuan GAO ; Hongxin GUO ; Mingjun ZHU
Journal of Traditional Chinese Medicine 2024;65(20):2126-2134
ObjectiveTo investigate the current status of secondary prevention of stable angina in patients with coronary heart disease in three regions of China, namely Henan Province, Xinjiang Uygur Autonomous Region, and Tianjin City, and analyze the the influencing factors. MethodsA cross-sectional study was conducted to include patients with stable angina with coronary heart disease in Henan, Tianjin and Xinjiang from August 10, 2020 to March 14, 2021. General information, traditional Chinese medicine (TCM) syndrome elements, prescriptions and other data of patients were collected, and clinical characteristics, blood pressure, blood lipid and blood glucose of patients were analyzed; the patients were divided into groups according to whether their blood pressure, blood lipid and blood glucose were up to standard. With the most common syndrome element as the main variable, region, age and gender as covariables, Logistic regression equation was incorporated to analyze the influencing factors for the patients' blood pressure, blood lipid and blood glucose being up to standard. ResultsA total of 1061 coronary heart disease patients with stable angina were included, including 658 in Henan, 210 in Xinjiang, and 193 in Tianjin. The clinical characteristics of patients in the three regions showed statistical different in age, sex, disease course, complication, blood pressure, blood lipid, blood glucose, smoking, drinking, living habits, and medication treatment (P<0.05 or P<0.01). For the included patients, qi deficiency (79.55%, 844/1061) and blood stasis (39.96%, 424/1061) were the main syndrome elements. The overall compliance rate of blood pressure was 48.89% (506/1035), blood lipids 12.68% (133/1049) and blood glucose 48.18% (504/1046). Qi deficiency was the independent factor affecting the blood pressure of coronary heart disease patients with stable angina combined with hypertension (P = 0.029,95%CI [1.048, 2.369]), and the independent factors influencing the blood lipid standard of coronary heart disease patients with stable angina (P = 0.011, 95%CI [1.133, 2.646]), but not the independent factors affecting blood glucose standard in coronary heart disease patients with diabetes (P>0.05). ConclusionCoronary artery disease patients with stable angina have geographical variability in clinical characteristics and distribution of TCM syndrome elements, and the overall control of blood pressure, blood lipids, and blood glucose is poor, and qi deficiency syndrome is an independent risk factor affecting the control of blood pressure and blood lipids.
6.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.
7.Study on the Predictive Value of Serum 25-Hydroxyvitamin D Level in Early Renal Transplantation for Acute Rejection
Kunying WANG ; Pengjie ZHANG ; Jianru WANG ; Haoyu CHEN ; Ruijun YOU ; Jiaoxia LIANG
Journal of Modern Laboratory Medicine 2024;39(4):138-142
Objective To investigate the predictive value of serum 25-hydroxyvitamin D[25(OH)D]level in early renal transplantation for acute rejection(AR).Methods A total of 324 renal transplant recipients from January 2019 to August 2022 in the Second People's Hospital of Shanxi Province were selected.The clinical data of the recipients were collected.The levels of serum 25(OH)D,parathyroid hormone(PTH),and calcium,phosphorus in early(within 1 month)transplantation were detected by chemiluminescence immunoassay and colorimetry,respectively.The detection season was recorded,and the occurrence of AR within 1 year after renal transplantation was observed.The 25(OH)D level ≥ 20ng/ml was defined as normal,≥ 12 ng/ml~<20 ng/ml as insufficient and<12ng/ml as deficient,they were divided into of 25(OH)D normal group(n=106),insufficient group(n=112)and deficient group(n=106).According to the occurrence of AR,they were divided into AR group(n=51)and non-AR group(n=273).The basic situation of serum 25(OH)D level was analyzed.The differences in serum PTH,calcium,phosphorus levels and seasons as well as AR incidence among the three groups of 25(OH)D were compared.Multivariate logistic regression was used to analyze the influencing factors of AR,and receiver operating characteristic(ROC)curve was used to analyze the predictive value of serum 25(OH)D level for AR.Results The incidence of serum 25(OH)D deficiency or insufficiency was 67.28%(218/324).In the 25(OH)D normal group,insufficient group and deficiency group,the serum PTH levels were 75.44(46.42,113.23)pg/ml,78.29(58.27,152.10)pg/ml and 86.84(54.64,127.3)pg/ml,and the incidences of AR were 2.47%(8/324),6.17%(20/324)and 7.10%(23/324),respectively.All of them were the highest in the deficiency group and the lowest in the normal group,and the differences were significant(H=6.784,x2=8.580,all P<0.05).Additionally,25(OH)D deficiency(OR=3.340,95%CI:1.409~7.916),25(OH)D insufficiency(OR=2.442,95%CI:1.006~5.925)and human leucocyte antigen(HLA)mismatch(4~6)(OR=2.117,95%CI:1.027~4.363)were independent risk factors for AR(all P<0.05).The area under the curve(AUC)of serum 25(OH)D level in predicting AR was 0.702(95%CI:0.625~0.779),the optimal cut-off value was 13.59 ng/ml,the specificity and the sensitivity were 66.7%and 65.6%,respectively.Conclusion In this study,25(OH)D deficiency(<12ng/ml)or insufficiency(≥ 12~<20ng/ml)was an independent risk factor for AR,and serum 25(OH)D level may have a certain predictive value for AR.
8.Staged mini-open lateral-anterior lumbar interbody fusion combined with posterior instrumentation via Wilste approach: an alternative minimally invasive treatment strategy for adult degenerative scoliosis
Zhaomin ZHENG ; Huafeng ZHANG ; Jianru WANG
Chinese Journal of Orthopaedics 2024;44(11):724-729
With the aging of the population, the number of patients with degenerative scoliosis continues to increase. Surgical treatment of degenerative scoliosis is challenging. Patients with degenerative scoliosis often present with multiple comorbidities, osteoporosis, and sarcopenia. Traditional open surgeries are associated with high risks and multiple complications, whereas minimally invasive surgeries have increasingly gained acceptance among patients and physicians. Lateral Lumbar Interbody Fusion (LLIF) offers advantages such as minimal trauma, less blood loss, rapid postoperative recovery, reduced risk of neural complications, and larger interbody cages with more grafting capacity. Mini-open lateral-anterior lumbar interbody fusion is a new standardized LLIF technique with smaller incisions, which does not require splitting the psoas muscle, thereby reducing the risk of muscle and nerve injuries, and involves vertical implantation of the fusion device. Posterior instrumentation via the Wiltse approach is characterized by shorter operational times, minimal radiation exposure, reduced muscular damage, increased graft fusion capabilities, and the ability to perform de-rotation maneuvers. Therefore, the Wiltse approach is particularly suitable for patients with degenerative scoliosis. Staged surgery significantly reduces the duration of each surgery and anesthesia, lowering surgical risks and enhancing postoperative recovery. Staged mini-open lateral-anterior lumbar interbody fusion and posterior instrumentation via the Wiltse approach maximizes the reduction of surgical trauma, significantly decreases surgical complications, and offers marked clinical outcomes, providing an alternative minimally invasive treatment for degenerative scoliosis.
9.Intramycardial hematoma following congenital cardiac surgery in children: a single -center experience
Ye LU ; Xumei LIU ; Li WANG ; Yan GUO ; Jianru LI ; Xiaobi LIANG ; Yan LIAO ; Li MA ; Weidan CHEN
Chinese Journal of Thoracic and Cardiovascular Surgery 2024;40(11):657-659
Objective:To summarize the clinical features of 8 cases with intramycardial hematoma(IMH) following congenital cardiac surgery in children.Methods:We retrospectly searched 8 patients with intramycardial hematoma after congenital cardiac surgery in Guangzhou Women and Children’s Medical Center from 2008 to 2024.Results:Mean age and mean weight at surgery were(13±15) months and(7.8±3.5)kg respectively. 6 of 8 cases were interventricular septal hematoma. In the other 2 patients, intramycardial hematoma was located in left ventrical free wall. All IMH were postoperatively detected by transthoracic echocardiaography. Two patients were managed with ECMO intraoperatively. Finally, all patients were discharged successfully with good clinical results. Mean time to IMH resolution in six patients was(33.5±4.6) days and mean left ventricular ejection fraction(LVEF) was 0.60±0.09. Another patient was followed up for 3 months and the IMH was not absorbed. One patient was lost to follow-up.Conclusion:IMH is a rare complication after congenital heart disease. The absorption of hematoma is a dynamic process and mean time to IMH resolution is about 1month. In IMH patients with hemodynamic instability, ECMO can be a good treatment to create opportunities for hematoma absorbtion.
10.Prenatal diagnosis and pregnancy outcome of anomalous origin of one pulmonary artery branch from the aorta: analysis of 14 cases
Xiaobi LIANG ; Shan LI ; Hongying WANG ; Rui ZHANG ; Jianru LI
Chinese Journal of Perinatal Medicine 2023;26(4):325-330
Objective:To summarize the prenatal diagnosis features, classification and pregnancy outcome of anomalous origin of one pulmonary artery branch from the aorta (AOPA).Methods:This study involved 14 cases who were prenatally diagnosed with AOPA in Guangzhou Women and Children's Medical Center between June 2016 and August 2022. Prenatal and postnatal echocardiographic features, postpartum diagnosis, surgical treatment and pregnancy outcome in these cases were summarized and analyzed by descriptive analysis.Results:Out of the 14 fetuses, there were seven fetuses with proximal-type AOPA (including three isolated AOPA, three Berry syndrome and one with interruption of the aortic arch, aorticopulmonary septal defect and ventricular septal defect) and another seven with isolated distal-type of AOPA. Among the seven cases of proximal-type AOPA, two were terminated and five were born alive. The postpartum diagnosis was consistent with the prenatal diagnosis in the five babies who later underwent surgical treatment with good outcomes. Among the seven cases of distal-type AOPA, one was terminated; two were initially diagnosed as AOPA in the neonatal period but then as unilateral absence of pulmonary artery (UAPA) due to tapering or closure of the ductus arteriosus during follow-up; the other four were confirmed with UAPA after delivery. All of the six neonates underwent surgical treatment with good outcomes.Conclusions:Prenatal diagnosis and classification of AOPA should be as accurate as possible. It is recommended that the distal-type of AOPA could be diagnosed as UAPA after delivery and treated according to UAPA. Both kinds of patients should be treated with surgery timely after delivery to ensure a good prognosis.

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