1.Deep learning for accurate lung artery segmentation with shape-position priors
Chao GUO ; Xuehan GAO ; Qidi HU ; Jian LI ; Haixing ZHU ; Ke ZHAO ; Weipeng LIU ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(03):332-338
Objective To propose a lung artery segmentation method that integrates shape and position prior knowledge, aiming to solve the issues of inaccurate segmentation caused by the high similarity and small size differences between the lung arteries and surrounding tissues in CT images. Methods Based on the three-dimensional U-Net network architecture and relying on the PARSE 2022 database image data, shape and position prior knowledge was introduced to design feature extraction and fusion strategies to enhance the ability of lung artery segmentation. The data of the patients were divided into three groups: a training set, a validation set, and a test set. The performance metrics for evaluating the model included Dice Similarity Coefficient (DSC), sensitivity, accuracy, and Hausdorff distance (HD95). Results The study included lung artery imaging data from 203 patients, including 100 patients in the training set, 30 patients in the validation set, and 73 patients in the test set. Through the backbone network, a rough segmentation of the lung arteries was performed to obtain a complete vascular structure; the branch network integrating shape and position information was used to extract features of small pulmonary arteries, reducing interference from the pulmonary artery trunk and left and right pulmonary arteries. Experimental results showed that the segmentation model based on shape and position prior knowledge had a higher DSC (82.81%±3.20% vs. 80.47%±3.17% vs. 80.36%±3.43%), sensitivity (85.30%±8.04% vs. 80.95%±6.89% vs. 82.82%±7.29%), and accuracy (81.63%±7.53% vs. 81.19%±8.35% vs. 79.36%±8.98%) compared to traditional three-dimensional U-Net and V-Net methods. HD95 could reach (9.52±4.29) mm, which was 6.05 mm shorter than traditional methods, showing excellent performance in segmentation boundaries. Conclusion The lung artery segmentation method based on shape and position prior knowledge can achieve precise segmentation of lung artery vessels and has potential application value in tasks such as bronchoscopy or percutaneous puncture surgery navigation.
2.The coronary flow reserve in patients with coronary slow flow and diagnostic value of myocardial work indices for coronary slow flow
Qiaoyan WU ; Zhenzhen DING ; Huiping HOU ; Mengzhang WU ; Yongshi WANG ; Weipeng ZHAO ; Limin LUO
Chinese Journal of Clinical Medicine 2024;31(5):765-771
Objective To explore the coronary flow reserve(CFR)in patients with coronary slow flow(CSF)and the diagnostic value of non-invasive myocardial work indices derived from echocardiography for CSF.Methods A retrospective study was conducted on 65 patients who underwent coronary angiography at the Zhongshan Hospital(Xiamen Branch),Fudan University due to angina pectoris,coronary artery risk factors,or electrocardiographic abnormalities from August 2020 to November 2023.Patients were divided into two groups based on the corrected TIMI frame count(cTFC):the CSF group(n=35)and the normal coronary blood flow velocity group(control group,n=30).Both groups underwent an adenosine triphosphate(ATP)drug load test to measure their coronary flow reserve(CFR).Conventional indices and myocardial work indices via echocardiography and two-dimensional speckle-tracking imaging(2D-STI)were acquired:left ventricular end-diastolic diameter(LVEDD),left ventricular end-systolic diameter(LVESD),left ventricular ejection fraction(LVEF),E/e'ratio,global longitudinal strain(GLS),global constructive work(GCW),global wasted work(GWW),global work index(GWI),and global work efficiency(GWE).Receiver operating characteristic(ROC)curves were used to evaluate the diagnostic value of myocardial work indices for CSF.Results There was no significant difference in CFR values between the two groups,but the proportion of CSF group with CFR less than 2 was higher than that of the control group(P=0.023).Compared with the control group,the CSF group showed significantly lower levels of GLS,GWI,and GCW(P<0.05).ROC curve analysis revealed that the GLS diagnostic threshold for CSF was-19.5%,with a sensitivity of 64.7%,specificity of 78.6%,and AUC of 0.793.Among the myocardial work indices,the AUC of GWI was the highest(0.825),with a sensitivity of 88.2% and specificity of 75.0% .Conclusions Some CSF patients retain coronary microcirculatory blood flow reserve function,but the proportion of patients with reduced CFR function is increasing.The left ventricular myocardial work indices can identify early myocardial work abnormalities and monitor myocardial ischemic damage in CSF patients.
3.Research progress on the therapeutic effect and mechanism of Xiaoxuming decoction on nervous system diseases
Xuan LIU ; Huiling HOU ; Weipeng SONG ; Xiaoming LI ; Yang LIU ; Wei ZHANG ; Xiwu ZHANG ; Weiming ZHAO
China Pharmacist 2024;28(11):536-549
Xiaoxuming decoction is one of the classical prescriptions in ancient times,mainly used for treating stroke syndrome,with significant therapeutic effects.Recent studies have found that it is also effective for other neurological diseases besides stroke,such as facial paralysis and vertigo,but there are few reports on related achievements,lacking systematic organization and summary.This article systematically summarizes the application practice and mechanism of Xiaoxuming decoction in the above-mentioned diseases,aiming to provide a solid foundation and scientific reference for deepening the exploration of Xiaoxuming decoction in the field of nervous system disease.
4.Lung protection and mechanism of total flavonoids from Patrina villosa Juss in an experimental model of acute lung injury in rats
Jianbo LI ; Haiying FENG ; Jie ZHANG ; Ming LIU ; Haibo JIA ; Weipeng ZHAO
Chinese Journal of Pathophysiology 2024;40(7):1230-1236
AIM:To investigate the protective effect of total flavonoids from Patrina villosa Juss(PJF)on the lung in an experimental rat model of acute lung injury(ALI),and to elucidate the potential mechanism.METHODS:The ALI rat model was established by instilling 5 mg/kg of lipopolysaccharide(LPS)into the airway.Sixty male SD rats were randomly divided into 4 groups:control,LPS,LPS+low-dose PJF(receiving 100 mg/kg PJF one hour before ALI modeling)and LPS+high-dose PJF(receiving 300 mg/kg PJF one hour before ALI modeling).Each group consisted of 15 animals.Lung tissues and bronchoalveolar lavage fluid(BALF)were collected from all groups 24 h after modeling.For as-sessment of lung tissue morphology,HE staining was performed.The wet/dry weight ratio of the lung tissue was deter-mined using the wet/dry weighing method.Evans blue staining was conducted to assess epithelial barrier permeability in lung tissues.ELISA was used to detect the levels of inflammatory factors tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β)and IL-6 in the BALF,as well as oxidative stress markers including superoxide dismutase(SOD),myeloperoxi-dase(MPO)and glutathione peroxidase(GSH-Px)activity,and malondialdehyde(MDA)content in the lung tissue.The expression levels of C/EBP homologous protein(CHOP),glucose-regulated protein 78(GRP78)and X-box binding pro-tein 1(XBP1)in the lung tissue were analyzed by Western blotting.RESULTS:Compared with control group,the rats in LPS group exhibited a blurred alveolar structure with a significant infiltration of inflammatory cells.The ALI score and the wet/dry weight ratio of the lung tissue were increased(P<0.05).Concurrently,the levels of IL-6,IL-1β and TNF-α in the BALF,along with MDA content and MPO activity in the lung tissue,were elevated(P<0.05).Additionally,the pro-tein levels of CHOP,GRP78 and XBP1 were up-regulated in the lung tissue(P<0.05),while the SOD and GSH-Px activi-ty was significantly decreased(P<0.05).Compared with LPS group,PJF intervention exerted beneficial effects on the lung tissue morphology with reduced ALI score and lower lung wet/dry weight ratio(P<0.05).Moreover,the levels of IL-6,IL-1β and TNF-α in BALF,as well as MDA content,MPO activity and the protein levels of CHOP,GRP78 and XBP1 in the lung tissue were all significantly decreased(P<0.05),while the SOD and GSH-Px activity was significantly in-creased(P<0.05).The efficacy in high-dose group exceeded that in low-dose group.CONCLUSION:The PJF have pro-tective effect on the lungs of rats with ALI,and its mechanism may be related to the inhibition of inflammation,oxidative stress and endoplasmic reticulum stress.
5.Association between exposure to lead, cadmium, and arsenic and blood pressure in workers from a smelter
Weipeng ZHANG ; Zhiqiang ZHAO ; Guoliang LI ; Yaotang DENG ; Jiazhen ZHOU ; Jiayi OU ; Xingyu CHEN ; Xinhua LI ; Ping CHEN ; Lili LIU
Journal of Environmental and Occupational Medicine 2023;40(9):1046-1051
Background Occupational exposure to lead, cadmium, or arsenic is a potential risk factor for blood pressure elevation. Current studies mainly focus on the relationship between a single metal and blood pressure. However, mixed metal exposure often exists in the actual working environment, and the interactive effects of polymetallic interactions on blood pressure and the dose-effect relationship remain unclear yet. Objective To explore the influence proportion of occupational exposure to lead, cadmium, or arsenic on blood pressure and their interactive effects. Methods From January to December 2021, workers from a smelter in southern China were selected. Demographic characteristics, height, weight, and blood pressure of workers were collected through questionnaire and physical examination. At the same time, their urine samples were collected and the levels of urinary lead, urinary cadmium, and urinary arsenic were detected by inductively coupled plasma mass spectrometry, and corrected by urinary creatinine (Cr). Linear regression and logistic regression were used to analyze the relationship between urinary lead, cadmium, and arsenic and blood pressure. Weighted quantile sum (WQS) regression was applied to evaluate the dose-effect relationship between urinary lead, cadmium, and arsenic exposures and blood pressure and the effect weight of each metal on blood pressure. Generalized linear regression and additive/multiplicative scaling were used to identify interactive effects of the three metals on blood pressure. Results A total of 1075 workers were included in this study, with a mean age of (44.68±5.11) years and mean working seniority of (24.66±5.23) years. There were 891 males (88.9%) and 184 were females (17.1%); 24.7% workers were drinkers and 45.7% workers were smokers; 302 workers (28.1%) reported hypertension and 37 of them were taking antihypertensive drugs. The P50 (P25, P75) levels of urinary lead, urinary cadmium, and urinary arsenic were 6.11 (3.71, 11.08), 3.88 (2.68, 5.44), and 26.04 (19.99, 35.11) μg·g−1, respectively. After adjusting for gender, age, working seniority, body mass index, smoking, drinking, and the usage of antihypertensive drugs, systolic and diastolic blood pressure increased by 0.772 and 0.418 mmHg respectively for 10% increase in lead, cadmium, and arsenic mixed exposure. Urinary cadmium, among the three single exposures, had the greatest effect on systolic and diastolic blood pressure, weight (w)=0.523 and 0.551 respectively. The interaction of urinary lead and urinary cadmium was positively correlated with the occurrence of hypertension, multiplicative interaction OR (ORint)=1.88 (95%CI: 1.09, 3.63), attributable proportion due to interaction (AP)=1.19 (95%CI: 0.40, 8.18). Conclusion This study shows that mixed exposure to lead, cadmium, and arsenic has a positive relationship with blood pressure, in which cadmium plays a major role. Co-exposure to lead and cadmium has a positive interactive effect on hypertension development and systolic blood pressure elevation.
6.Comparison of proximal humerus internal locking system and Multiloc intramedullary nail in treatment of proximal humerus fracture-anterior dislocation
Kun WANG ; Dongsheng LI ; Aiguo WANG ; Shijun ZHENG ; Dawei ZHANG ; Weipeng XU ; Dongxiao ZHAO ; Sili ZUO ; Jiangming QI ; Yugang PAN
Chinese Journal of Orthopaedic Trauma 2023;25(11):971-978
Objective:To compare proximal humerus internal locking system (PHILOS) and Multiloc intramedullary nail in the treatment of proximal humerus fracture-anterior dislocation.Methods:A retrospective study was performed to analyze the data of 33 patients with proximal humerus fracture-anterior dislocation who had been treated by open reduction and internal fixation from June 2015 to April 2021 at Department of Upper Limbs, Zhengzhou Orthopaedic Hospital. According to methods of internal fixation, the patients were divided into an extramedullary group and an intramedullary group. In the extramedullary group of 18 cases subjected to internal fixation with PHILOS, there were 8 males and 10 females with an age of (53.3 ± 10.6) years, and 1 2-part fracture, 15 3-part fractures and 2 4-part fractures by the Neer classification. In the intramedullary group of 15 cases subjected to internal fixation with Multiloc intramedullary nail, there were 8 males and 7 females with an age of (51.5 ± 11.2) years, and 14 3-part fractures and 1 4-part fracture by the Neer classification. The 2 groups were compared in terms of incision length, operation time, intraoperative blood loss, postoperative complications, and visual analog scale (VAS), range of shoulder motion, and Constant-Murley score at postoperative 12 months.Results:The 2 groups were comparable due to insignificant differences in their preoperative general data ( P>0.05). All patients were followed up for (20.8 ± 4.7) months. The incision length in the intramedullary group [(11.6 ± 1.7) cm] was significantly shorter than that in the extramedullary group [(17.6 ± 2.0) cm], and the intraoperative blood loss in the former [(106.7 ± 34.4) mL] was significantly lower than that in the latter [(151.7 ± 45.7) mL] ( P<0.05). The VAS scores at 1 week and 1 month after surgery [2.0 (2.0, 3.0) and 0.0 (0.0, 1.0) respectively] in the intramedullary group were significantly lower than those in the extramedullary group [3.0 (3.0, 3.3) and 1.0 (0.0, 1.3) respectively] ( P<0.05). The external rotation of the shoulder at the last follow-up in the intramedullary group (65.3° ± 15.5°) was significantly larger than that in the extramedullary group (50.6° ± 13.9°) ( P<0.05). There were no significant differences in operation time, incidence of postoperative complications, VAS score at 12 months after operation, Constant-Murley score or range of shoulder motion at the last follow-up between the 2 groups ( P>0.05). Conclusions:In the treatment of proximal humerus fracture-anterior dislocation, open reduction and internal fixation with both PHILOS and Multiloc intramedullary nail can result in a favorable prognosis when the fracture-dislocation is well reduced and fixated. However, the Multiloc intramedullary nail may lead to better early pain relief, less surgical invasion, and better functional recovery of the external rotation of the shoulder.
7.Myocardial remodeling assessed by MR feature tracking in hypertrophic obstructive cardiomyopathy after surgical myectomy
Shujuan YANG ; Keshan JI ; Shiqin YU ; Weipeng YAN ; Rui LI ; Kai YANG ; Shengwei WANG ; Shuiyun WANG ; Shihua ZHAO
Chinese Journal of Radiology 2021;55(8):835-840
Objective:To investigate the changes of strains based on feature tracking in patients with hypertrophic obstructive cardiomyopathy (HOCM) after surgical myectomy and the potential factors that influenced post-myectomy global strains.Methods:A total of 27 patients with HOCM who underwent septal myectomy in Fuwai Hospital from June 2014 to July 2017 were retrospectively collected. They all received cardiac MR (CMR) cine acquisitions before and after surgery. Their preoperative and postoperative strain parameters, including radial strain (RS), circumferential strain (CS), and longitudinal strain (LS) of the global left ventricle, septum, and lateral wall, were assessed by feature tracking. Comparisons of pre-myectomy and post-myectomy imaging parameters were performed using paired-samples t-test or Wilcoxon matched-pairs signed-ranks test. Pearson or Spearman correlation analysis and linear regression analysis were utilized to find the correlated factors of postoperative global strains. Results:Compared with preoperative strains, postoperative global LS, septal LS, lateral RS, lateral CS, and lateral LS increased statistically (all P<0.05); postoperative global RS, global CS, and septal CS decreased (all P<0.05); no statistically significant difference was observed in septal RS ( P=0.165). Age at surgery ( r=0.428, P=0.026) and preoperative myocardial maximum ventricular wall thickness ( r=-0.587, P=0.001) were both linearly related to postoperative global RS; the further multivariate stepwise linear regressions showed that only preoperative myocardial maximum ventricular wall thickness might be correlated with postoperative global RS (adjusted R 2=0.287, P=0.002). Only myocardial maximum ventricular wall thickness was linearly related to global CS ( r=0.679, P<0.001) and global LS ( r=0.588, P=0.001), respectively; univariate linear regression revealed that preoperative myocardial maximum ventricular wall thickness might be correlated postoperative global CS (adjusted R 2=0.337, P=0.001) and postoperative global LS (adjusted R 2=0.281, P=0.003), respectively. Conclusions:Cardiac surgery definitely relieves left ventricular outflow tract obstruction and generally improves longitudinal and lateral strains, but a negative impact may occur in global and septal CS and RS. Preoperative maximum ventricular wall thickness may affect postoperative global strains.
8.Prognostic analysis of fluoroucil combined with cisplatin and paclitaxel combined with cisplatin regimens with concurrent radiotherapy in treatment of esophageal squamous cell carcinoma
Qingshan ZHU ; Tingwei MA ; Nengchao WANG ; Weipeng LIU ; Zhijie HE ; Xiaomin WANG ; Jing SHEN ; Tao WEI ; Shijie ZHAO ; Yidian ZHAO ; Fujun ZHAO ; Lianjie FENG
Cancer Research and Clinic 2020;32(6):381-386
Objective:To compare the prognosis of fluoroucil combined with cisplatin and paclitaxel combined with cisplatin regimens with concurrent radiotherapy in treatment of esophageal squamous cell carcinoma.Methods:A total of 120 patients with esophageal squamous cell carcinoma who were admitted to Anyang Tumor Hospital of Henan Province from December 2012 to November 2018 were randomly divided into group A and group B by using a random number generator. Group A was given cisplatin combined with 5-fluorouracil, and group B was given cisplatin combined with paclitaxel. Both groups had the same radiotherapy regimen, and both used intensity-modulated radiation therapy (IMRT). Completions of 50 Gy radiotherapy and at least one cycle of chemotherapy were considered to be in line with the plan. Survival data was analyzed in the term of intention-to-treat (ITT) and per-protocol (PP) set.Results:Of the 120 patients, 114 patients were treated and the adverse reactions could be evaluated, including 55 cases in group A and 59 cases in group B. The incidence of grade Ⅲ-Ⅳ leukopenia in group B was higher than that in group A [49.2% (29/59) vs. 25.5% (14/55)], and the difference was statistically significant ( χ2 = 6.805, P = 0.012), and there were no statistical differences in the other adverse reactions between the two groups (All P > 0.05). A total of 113 cases can be analyzed for survival. According to ITT analysis, the median progression-free survival (PFS) time in group A and group B was 28.0 months (95% CI 15.5-34.5 months) and 27.0 months (95% CI 17.0-41.0 months), the median overall survival (OS) time was 28.0 months (95% CI 15.8-34.2 months) and not reached, the differences were not statistically significant (both P > 0.05). According to PP analysis, the median PFS time in group A and group B was 28.0 months (95% CI 15.8-34.2 months) and 29.0 months (95% CI 14.9-45.1 months), the median OS time in group A and group B was 28.0 months (95% CI 3.7-52.3 months) and not reached, the differences were not statistically significant (both P > 0.05). Conclusions:The fluorouracil combined with cisplatin regimen and paclitaxel combined with cisplatin regimen with concurrent radiotherapy have similar PFS and OS time in treatment of esophageal squamous cell carcinoma, the adverse reactions are different, but they are all tolerable. In individualized clinical practice, the toxicities and costs of the two regimens can be comprehensively considered.
9.Expressions of LSD1 and PDPN in tongue squamous cell carcinoma and their effects on prognosis
Kunlong WANG ; Yang ZHANG ; Weipeng SU ; Pan LIU ; Huarong ZHAO
Journal of International Oncology 2020;47(5):264-271
Objective:To investigate the expressions of lysine specific demethylase 1 (LSD1) and podoplanin (PDPN) in tongue squamous cell carcinoma and the correlation between LSD1 or PDPN and clinicopathological characteristics or prognosis.Methods:A total of 67 cases of tongue squamous cell carcinoma and corresponding paracancerous normal tissues in the First Affiliated Hospital of Xinjiang Medical University from January 2011 to January 2016 were selected. The expressions of LSD1 and PDPN in cancer and paracancerous tissues were detected by immunohistochemical method, and the patients were followed up for a long time to analyze the correlation between the expression of LSD1 or PDPN and clinicopathological characteristics or prognosis.Results:The expressions of LSD1 and PDPN in tongue squamous cell carcinoma tissues were higher than those in paracancerous tissues, and the differences were statistically significant ( Z=6.089, P<0.001; Z=5.781, P<0.001). The expression intensities of LSD1 and PDPN were significantly different in patients with different clinical stage ( χ2=11.487, P=0.001; χ2=8.111, P=0.004), lymph node metastasis ( χ2=4.772, P=0.029; χ2=6.206, P=0.013) and tumor size ( χ2=5.985, P=0.014; χ2=4.247, P=0.039). The expression intensity of LSD1 was also significantly different in patients with different degrees of differentiation ( χ2=6.660, P=0.010). In univariate analysis, LSD1 expression intensity was negatively correlated with progression-free survival (PFS) and overall survival (OS) ( χ2=18.930, P<0.001; χ2=16.257, P<0.001), PDPN expression intensity was negatively correlated with PFS and OS ( χ2=31.720, P<0.001; χ2=18.390, P<0.001), and tumor size was negatively correlated with PFS and OS ( χ2=5.326, P=0.021; χ2=8.843, P=0.003). Postoperative radiotherapy and clinical stage were positively and negatively correlated with OS respectively ( χ2=4.197, P=0.040; χ2=6.355, P=0.012). In multivariate analysis, LSD1 was an independent risk factor for PFS and OS ( HR=5.743, 95% CI: 1.012-32.579, P=0.048; HR=17.759, 95% CI: 2.303-136.916, P=0.006), PDPN was an independent risk factor for PFS ( HR=4.380, 95% CI: 1.258-15.254, P=0.020), postoperative radiotherapy was a protective factor for PFS and OS ( HR=0.374, 95% CI: 0.157-0.895, P=0.027; HR=0.218, 95% CI: 0.091-0.521, P=0.001), and clinical stage was an independent risk factor for OS ( HR=2.637, 95% CI: 1.107-6.280, P=0.029). In tongue squamous cell carcinoma tissues, the expression of LSD1 was positively correlated with that of PDPN ( rs=0.655, P<0.001). Conclusion:The expressions of LSD1 and PDPN in tongue squamous cell carcinoma are higher than those in adjacent tissues. LSD1 is an independent risk factor for PFS and OS, PDPN is an independent risk factor for PFS, clinical stage is an independent risk factor for OS, and postoperative radiotherapy is a protective factor for PFS and OS. There is a positive correlation between the expressions of LSD1 and PDPN in tongue squamous cell carcinoma, and they can both be used as independent predictors of prognosis in patients with tongue squamous cell carcinoma.
10.Advances in targeted therapy for triple-negative breast cancer
Guolei DONG ; Weipeng ZHAO ; Zhongsheng TONG
Chinese Journal of Clinical Oncology 2019;46(12):649-652
Triple negative breast cancer (TNBC) is a highly aggressive subtype of breast cancer that is characterized by the lack of estro-gen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER-2), thereby making it difficult to treat. Owing to the aggressive clinical behavior of TNBC and the lack of recognized molecular targets for therapy, patients with TNBC have shown poorer outcomes than those with other subtypes of breast cancer. Chemotherapy is the primary established systemic treatment for TNBC. However, various novel therapeutic targets have come into focus with the advances in molecular characterization of TNBC. In recent years, several targeted drugs have undergone clinical trials and have shown certain curative effects with relatively mild adverse reactions. The Food and Drug Administration has approved some of these drugs. In the current review, we have summa-rized the advances in the targeted therapy of TNBC.

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