1.Prediction of repeat pulmonary balloon angioplasty within using TAPSE/sPAP ratio in chronic thromboembolic pulmonary hypertension
Dezhi REN ; Jiajun XIONG ; Chenchen LYU ; Yaqi XU ; Zhenguo ZHAI ; Wanmu XIE ; Hui WANG ; Jun DUAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):544-549
Objective:To evaluate the predictive value of the tricuspid annular plane systolic excursion to systolic pulmonary artery pressure ratio(TAPSE/sPAP) in identifying precapillary pulmonary hypertension(pcPH) patients requiring repeat balloon pulmonary angioplasty(BPA) within 3 months after initial intervention, and to determine independent risk factors associated with postoperative reintervention.Methods:We retrospectively collected clinical data from 215 consecutive patients with pcPH undergoing BPA. After applying exclusion criteria, 200 patients were ultimately included in the analysis. The predictive value of the TAPSE/sPAP for short-term BPA reintervention was assessed using receiver operating characteristic( ROC) curve analysis and multivariable logistic regression. Internal validation was performed through bootstrap resampling with 1 000 iterations to evaluate model stability. Results:A risk model for echocardiography was constructed using multiple logistic regression, and the results showed that systolic pulmonary artery pressure(sPAP), peak tricuspid regurgitation velocity(TRV), tricuspid regurgitation pressure gradient(PGTR), and TAPSE/sPAP ratio were predictive factors for BPA surgery in patients with pulmonary hypertension within 3 months. Multivariate regression analysis suggests that the TAPSE/sPAP ratio is an independent influencing factor for BPA after 3 months( OR=0.023, P<0.05). The predicted area under the ROC curve( AUC) for BPA after 3 months is 0.62(95% CI: 0.530-0.648), P<0.01, which is better than other cardiac ultrasound indicators. At the same time, internal bootstrap method was used for internal self-validation, and the AUC of the internal self-validation set was 0.67. Conclusion:The TAPSE/sPAP ratio serves as an independent predictor for requiring repeat BPA within 3 months postoperatively in patients with pcPH.
2.Preoperative prediction of lymphovascular invasion in breast cancer based on multimodal radiomics model combining MRI and digital mammography
Ke MAO ; Xiaoyang ZHAI ; Yaning DONG ; Sijia CHENG ; Yaqi ZANG ; Fei JIA ; Dongming HAN
Journal of Practical Radiology 2025;41(8):1319-1323
Objective To investigate the value of multimodal model integrating digital mammography(MG)and MRI radiomics features for preoperative prediction of lymphovascular invasion(LVI)status in breast cancer.Methods The clinical and imaging data from 336 patients with pathologically confirmed invasive breast cancer were retrospectively analyzed and randomly divided into a training group(235 cases)and a test group(101 cases)according to the ratio of 7∶3.Feature dimensionality reduction was carried out by Pearson correlation analysis followed by least absolute shrinkage and selection operator(LASSO)regression.Radiomics models were constructed based on MG craniocaudal(CC),dynamic contrast enhancement(DCE),T2 WI,and integrated MRI sequences;a multimodal model was further developed by incorporating clinical high-risk factors.The predictive efficiency of each model was evaluated by plotting receiver operating characteristic(ROC)curve.Results The ROC curve analysis showed that the multimodal model performed the best predictive efficiency,with area under the curve(AUC)of 0.989 and 0.861,accuracy of 0.949 and 0.782,sensitivity of 0.923 and 0.828,and specificity of 0.962 and 0.764 in the training group and test group respectively.Conclusion The multimodal model,integrating MG and MRI radiomics features,show optimal performance and can be served as a preoperative prediction of LVI status in breast cancer.
3.Preoperative prediction of lymphovascular invasion in breast cancer based on multimodal radiomics model combining MRI and digital mammography
Ke MAO ; Xiaoyang ZHAI ; Yaning DONG ; Sijia CHENG ; Yaqi ZANG ; Fei JIA ; Dongming HAN
Journal of Practical Radiology 2025;41(8):1319-1323
Objective To investigate the value of multimodal model integrating digital mammography(MG)and MRI radiomics features for preoperative prediction of lymphovascular invasion(LVI)status in breast cancer.Methods The clinical and imaging data from 336 patients with pathologically confirmed invasive breast cancer were retrospectively analyzed and randomly divided into a training group(235 cases)and a test group(101 cases)according to the ratio of 7∶3.Feature dimensionality reduction was carried out by Pearson correlation analysis followed by least absolute shrinkage and selection operator(LASSO)regression.Radiomics models were constructed based on MG craniocaudal(CC),dynamic contrast enhancement(DCE),T2 WI,and integrated MRI sequences;a multimodal model was further developed by incorporating clinical high-risk factors.The predictive efficiency of each model was evaluated by plotting receiver operating characteristic(ROC)curve.Results The ROC curve analysis showed that the multimodal model performed the best predictive efficiency,with area under the curve(AUC)of 0.989 and 0.861,accuracy of 0.949 and 0.782,sensitivity of 0.923 and 0.828,and specificity of 0.962 and 0.764 in the training group and test group respectively.Conclusion The multimodal model,integrating MG and MRI radiomics features,show optimal performance and can be served as a preoperative prediction of LVI status in breast cancer.
4.Prediction of repeat pulmonary balloon angioplasty within using TAPSE/sPAP ratio in chronic thromboembolic pulmonary hypertension
Dezhi REN ; Jiajun XIONG ; Chenchen LYU ; Yaqi XU ; Zhenguo ZHAI ; Wanmu XIE ; Hui WANG ; Jun DUAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):544-549
Objective:To evaluate the predictive value of the tricuspid annular plane systolic excursion to systolic pulmonary artery pressure ratio(TAPSE/sPAP) in identifying precapillary pulmonary hypertension(pcPH) patients requiring repeat balloon pulmonary angioplasty(BPA) within 3 months after initial intervention, and to determine independent risk factors associated with postoperative reintervention.Methods:We retrospectively collected clinical data from 215 consecutive patients with pcPH undergoing BPA. After applying exclusion criteria, 200 patients were ultimately included in the analysis. The predictive value of the TAPSE/sPAP for short-term BPA reintervention was assessed using receiver operating characteristic( ROC) curve analysis and multivariable logistic regression. Internal validation was performed through bootstrap resampling with 1 000 iterations to evaluate model stability. Results:A risk model for echocardiography was constructed using multiple logistic regression, and the results showed that systolic pulmonary artery pressure(sPAP), peak tricuspid regurgitation velocity(TRV), tricuspid regurgitation pressure gradient(PGTR), and TAPSE/sPAP ratio were predictive factors for BPA surgery in patients with pulmonary hypertension within 3 months. Multivariate regression analysis suggests that the TAPSE/sPAP ratio is an independent influencing factor for BPA after 3 months( OR=0.023, P<0.05). The predicted area under the ROC curve( AUC) for BPA after 3 months is 0.62(95% CI: 0.530-0.648), P<0.01, which is better than other cardiac ultrasound indicators. At the same time, internal bootstrap method was used for internal self-validation, and the AUC of the internal self-validation set was 0.67. Conclusion:The TAPSE/sPAP ratio serves as an independent predictor for requiring repeat BPA within 3 months postoperatively in patients with pcPH.
5.Quality Evaluation Status of Traditional Chinese Medicine Knowledge Bases and the Construction of Evaluation Indexes
Saisai ZHAO ; Yaqi FAN ; Yun ZHANG ; Weiguang WANG ; Zijie CHEN ; Xiaofeng LIU ; Shuangqing ZHAI
Journal of Traditional Chinese Medicine 2024;65(11):1115-1119
From the perspectives of traditional Chinese medicine (TCM) information knowledge base and assisted decision-making knowledge base, the construction status, quality evaluation status and existing problems of current TCM knowledge bases have been sorted out. And based on the quality evaluation strategies and dimensions of know-ledge bases in other disciplines, the evaluation indexes for TCM knowledge base is discussed, and the evaluation framework is initially formed, providing ideas for the improvement of the TCM knowledge base evaluation system. In terms of the evaluation indexes, there are basic evaluation dimensions which include data sources, data collection, and data application. The specific evaluation dimension of the information-based knowledge base is data quality, while that of the assisted decision-making knowledge base is data matching. Except for the data application dimension which counts the valid data items in the database for calculation, other indexes are scored based on the qualitative evaluation of "yes", "no" or "unknown". The basic evaluation score and the specific evaluation score are added to obtain the total score. The knowledge base is graded according to the score, and the results are presented in the form of grade plus number.
6.To explore the value of TRAb in predicting permanent hypothyroidism after 131I treatment of Graves' disease
Si CHEN ; Yaqi ZHANG ; Fengling GONG ; Ning ZHAI ; Peng YU
Clinical Medicine of China 2023;39(6):453-458
Objective:The effect of serum thyrotropin receptor antibody (TRAb) on permanent hypothyroidism (HT) after 131I treatment in Graves disease patients and its predictive value Methods:479 Graves' disease patients who underwent 131I treatment at the Nuclear Medicine Department of North China University of Technology Affiliated Hospital from October 2013 to October 2021 were selected. Among them, 350 cases (permanent HT group) had permanent HT during follow-up, while 129 cases (non permanent HT group) did not. Collect general clinical data such as gender, age, degree of thyroid enlargement, as well as indicators such as iodine intake rate, thyroid function, and treatment dose 24 hours before treatment, from two groups of patients. Compare the general clinical data and pre treatment levels of various detection indicators between two groups of patients, analyze the risk factors for permanent HT in Graves disease patients after 131I treatment, and evaluate the predictive value of pre treatment serum TRAb levels, and evaluate the consistency between the predicted results and clinical diagnosis. The econometric data with a normal distribution is represented by xˉ± s, and two independent sample t-tests are used for comparison between the two groups; The econometric data that do not conform to the normal distribution are represented by M( Q1, Q3), and the Wilcoxon rank sum test is used for comparison between the two groups; The counting data is represented as an example (%), and the comparison between the two groups is conducted using the four grid χ 2 test, while the comparison of grade data is conducted using the Willcoxon rank sum test; The logistic regression model was used for multivariate analysis. Draw a subject work characteristic curve to evaluate the predictive efficacy of TRAb, and screen the predictive threshold based on the Chayoden index; Calculate sensitivity and specificity, and evaluate the consistency between the predicted results and clinical diagnosis by calculating Kappa values. Results:There were no statistically significant differences in gender, age, degree of thyroid enlargement, 24-hour iodine uptake rate, serum thyroid stimulating hormone, free triiodothyronine, free thyroxine levels, and 131I treatment dose between the permanent HT group and the non permanent HT group (all P>0.05); The pre treatment TRAb levels in the permanent HT group were higher than those in the non permanent HT group [14.51(4.95,33.58) U/L vs 3.40(1.67,16.5) U/L], with a statistically significant difference ( Z=5.87, P<0.001). The results of multivariate logistic regression analysis showed that pre treatment TRAb levels were a risk factor for permanent HT in Graves' disease patients after 131I treatment (odds ratio=1.042,95% confidence interval: 1.025-1.059, P<0.001). The area under the working characteristic curve for predicting permanent HT in Graves' disease patients after 131I treatment with pre-treatment TRAb levels is 0.674 (95% confidence interval: 0.616~0.732), and the optimal critical value is 7.025 U/L. Using TRAb>7.025 U/L before treatment as the standard for predicting postoperative permanent HT in patients, the sensitivity and specificity were 73.7% and 75.2%, respectively. The predicted results showed moderate consistency with clinical diagnosis ( Kappa=0.426). Conclusions:The pre treatment TRAb level is a risk factor for permanent HT in Graves disease patients after 131I treatment ( P<0.001), and the diagnostic efficacy of permanent HT is best when TRAb>7.025 U/L.
7.The value of 18F-FDG PET-CT in predicting relapse of type 1 autoimmune pancreatitis
Shengxin CHEN ; Yaqi ZHAI ; Lang WU ; Dexin CHEN ; Mingyang LI
Chinese Journal of Pancreatology 2023;23(2):92-98
Objective:To investigate the predictive value of F-2-fluoro-2-deoxy-D-glucose ( 18F-FDG) PET-CT metabolic parameters for the recurrence of type 1 autoimmune pancreatitis (AIP). Methods:Eighty-six patients with type 1 AIP who met the International Consensus Diagnostic Criteria (ICDC) and underwent 18F-FDG PET-CT before interventional treatment at the PLA General Hospital between May 2009 and June 2021 were included and divided into recurrence group ( n=43) and no-recurrence group ( n=43) according to whether they recurred after treatment. The standard uptake value (SUV)≥2.5 fixed threshold was used to outline the pancreatic lesion volume of interest (VOI) in three dimensions, and the three-dimensional diameter of the lesion, maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), peak standardized uptake value (SUVpeak), metabolic tumor volume (MTV), total lesion glycolysis (TLG), target-to-bench ratio (TBR) and standardized uptake value ratio (SUVR) were measured to compare the clinical characteristics, biochemical indices and treatment of the two groups; univariate and multifactorial regression analysis were used to examine 18F-FDG PET/CT visual indices of pancreatic lesions and extra-pancreatic involved organs as well as metabolic parameters in the two groups. A recurrence prediction model was constructed and its predictive efficacy was assessed. Results:The proportion of patients receiving glucocorticoid maintenance therapy was significantly higher in the no-recurrence group than in the recurrence group (58% vs 23.3%), and the serum IgG4 levels before treatment were significantly higher in the recurrence group [(15 309±11 724) mg/L vs (8 816±7 169) mg/L]. The results of univariate analysis showed that the proportion of extra-pancreatic salivary gland involvement and VOI, SUVmax, SUVpeak, SUVR, TBR, MTV, and TLG were significantly higher in the recurrence group than in the no-recurrence group, and the differences were statistically significant (all P values <0.05); the results of multivariate analysis showed that VOI ( OR=1.012, 95% CI 1.001-1.023 ), SUV max ( OR=1.398, 95% CI 1.029-1.899), SUV peak ( OR=1.408, 95% CI1.002-1.978), SUVR ( OR=1.977, 95% CI1.036-3.771) and MTV ( OR=1.012, 95% CI1.000- 1.022) in the recurrence group were significantly higher than those in the no-recurrence group, and all differences were statistically significant (all P values <0.05). The prediction model was constructed by multifactorial binary logistic regression analysis of SUVR>2, MTV>36 cm 3, and IgG4>11 400 mg/L, which had an AUC of 0.800 (95% CI 0.704-0.897), sensitivity of 81.4% (95% CI 0.661-0.911), specificity of 74.4% (95% CI 0.585-0.860), and prediction accuracy of 77.9%. Conclusions:18F-FDG PET/CT metabolic parameters can be used as predictors of type 1 AIP recurrence; a multiparameter model constructed based on metabolic parameters SUVR, MTV and IgG4 has a good predictive efficacy for predicting type 1 AIP recurrence.
8.A single-center research of peroral endoscopic myotomy for primary achalasia in patients over 60 years old
Xin ZHAO ; Ningli CHAI ; Qingzhen WU ; Runxiang DU ; Lu YE ; Xiao LI ; Huikai LI ; Yaqi ZHAI ; Enqiang LINGHU
Chinese Journal of Digestive Endoscopy 2023;40(2):98-103
Objective:To explore the therapeutic effect of peroral endoscopic myotomy (POEM) for primary achalasia (AC) in patients aged over 60 years.Methods:Data of 146 patients aged ≥60 years (the elderly group) and 146 patients aged 18-59 years (the adult group) who received POEM from November 2010 to September 2019 at the Digestive Endoscopy Center of PLA General Hospital were retrospectively analyzed. Baseline data, surgery data, surgery-related complications and surgery-related efficacy were compared.Results:There was no significant difference in gender, Ling classification, HRM classification or previous treatment between the two groups ( P>0.05). All 292 patients successfully underwent POEM surgery. The clinical success (Eckardt score ≤3) rates in the elderly group and the adult group were 96.33% (105/109) and 96.77% (90/93), respectively with no significant difference between the two groups ( χ2=0.030, P>0.05). There was no significant difference in the length of myotomy between the two groups (7.09±2.49 cm VS 7.12±2.24 cm, t=0.472, P>0.05). Complications occurred in 26 cases (17.81%) in the elderly group and 21 cases (14.38%) in the adult group with no significant difference between the two groups ( χ2=0.634, P>0.05). There was no significant difference in the postoperative hospital stay (12.61±9.69 days VS 11.00±4.43 days, t=1.825, P>0.05) or the incidence of gastroesophageal reflux [43.33% (13/30) VS 51.52% (17/33), χ2=0.422, P>0.05] between the elderly group and the adult group. Conclusion:The efficacy of POEM for AC patients over 60 years old is equivalent to that of adult patients, and the incidence of complications is similar. POEM is safe and effective for AC patients over 60 years old.
9.Clinical value of endoscopic biliary drainage for biliary fistula
Dexin CHEN ; Shengxin CHEN ; Lang WU ; Wenjing LIU ; Kaixuan FANG ; Yaqi ZHAI ; Mingyang LI ; Enqiang LINGHU
Chinese Journal of Digestive Endoscopy 2023;40(12):973-978
Objective:To evaluate the efficacy and safety of endoscopic biliary drainage for biliary fistula.Methods:Data of consecutive 409 biliary fistula patients who were treated and diagnosed at the First Medical Center of Chinese PLA General Hospital from November 2002 to November 2022 were reviewed, and 53 patients who received endoscopic retrograde cholangiopancreatography (ERCP) drainage were finally included. General information, procedural conditions, clinical outcomes and adverse events were analyzed. The patients were categorized into two groups: the endoscopic retrograde biliary drainage (ERBD) group ( n=46) and the endoscopic nasobiliary drainage (ENBD) group ( n=7). Procedural characteristics, operation outcomes, and operation time were compared between the two groups. Results:There were 36 males and 17 females, with the age of 52.2±12.7 years, among whom 58.5% (31/53) were secondary to cholecystectomy. Clinical success was achieved in 83.0% (44/53) patients, with the operation time of 27.0 (13.5, 33.5) minutes and the treatment session of 1 (1, 2). The time to resolution was 89 (47, 161) days. The success rate of ERCP for low-grade biliary fistula was higher compared with that of high-grade biliary fistula [96.4% (27/28) VS 68.0% (17/25), χ2=7.57, P=0.006]. Bridging drainage achieved higher success rate compared with that of non-bridging drainage [91.7% (33/36) VS 64.7% (11/17), χ2=5.95, P=0.015], while different diameters of stents (≥10 Fr VS <10 Fr) achieved similar success rate [81.8% (27/33) VS 84.6% (11/13), χ2=0.05, P=0.822]. Adverse events occurred in 10 patients (18.9%), including 6 pancreatitis, 2 bleeding, 1 cholangitis and 1 death. Except for 1 death, 9 other adverse events were mild and managed with conservative treatment without interventions. There was no significant difference in clinical success rate [6/7 VS 82.6% (38/46), χ2=0.04, P=0.838] or the median operation time [28.0 min VS 23.0 min, Z=0.38, P=0.774] between ENBD group and ERBD group. Conclusion:Endoscopic biliary drainage is safe and effective for biliary fistula. ENBD and ERBD have comparable clinical efficacy. ERCP for low-grade biliary fistula may achieve a higher success rate, and bridging drainage may facilitate fistula resolution.
10.Endoscopic resection for colorectal laterally spreading tumors
Jiale ZOU ; Ningli CHAI ; Yaqi ZHAI ; Zantao WANG ; Xiangyao WANG ; Longsong LI ; Jiangyun MENG ; Hong DU ; Enqiang LINGHU
Chinese Journal of Digestive Endoscopy 2020;37(3):169-173
Objective:To compare the efficacy and safety of endoscopic mucosal resection (EMR), EMR with pre-cutting (EMR-P), endoscopic submucosal dissection (ESD) and ESD with snare (ESD-S) for the treatment of colorectal laterally spreading tumors (LSTs).Methods:Between January 2016 and March 2018, a total of 146 patients with 146 colorectal LSTs undergone endoscopic resection at the first medical center of PLA General Hospital. Data of demographics, treatment information, pathology and follow-up results were retrospectively analyzed.Results:Among the 146 patients, EMR, EMR-P, ESD, and ESD-S were performed in 23, 29, 50 and 44 tumors, respectively. Median tumor diameter was 2.5 cm (ranged 1.2-10.0 cm). The en bloc resection rate of EMR, EMR-P, ESD and ESD-S were 73.9% (17/23), 72.4% (21/29), 96.0% (48/50), and 65.9% (29/44), respectively, with statistical difference ( P<0.001). And the R0 resection rate were 65.2% (15/23), 69.0% (20/29), 94.0% (47/50), and 63.6% (28/44), respectively, with statistical difference ( P=0.002). The en bloc resection rate and R0 resection rate of the ESD group were significantly higher than those of the other three groups (all P<0.05). The difference was not statistically significant in terms of perforation rate [0, 0, 6.0% (3/50), and 9.1% (4/44), respectively, P=0.269] and delayed hemorrhage rate [4.3% (1/23), 0, 2.0% (1/50), and 2.3% (1/44), respectively, P=0.768] among the four groups. Follow-up endoscopy was performed in 117 cases (80.1%) with a median period of 10.0 months (ranged 3.0-26.0 months), and local recurrence was identified in 7 (6.0%) cases. Conclusion:ESD could be the optimal method for the resection of colorectal LSTs, while LSTs smaller than 20 mm can be resected by EMR. EMR-P and ESD-S as modified methods have their respective advantages for the treatment of LSTs.

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