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 therapeutic effect and neurological function impact of dual microcatheter technology in patients with intracranial wide neck aneurysms
Xiuyao MA ; Chao REN ; Bin LIU ; Weipeng CHENG ; Ping HU ; Lei DING ; Xiao ZHOU ; Pengkun FAN
Journal of Clinical Surgery 2024;32(9):915-917
Objective To explore the therapeutic effect of dual microcatheter technology on patients with intracranial wide necked aneurysms and its impact on their neurological function.Method This article adopts a prospective randomized controlled study,collect clinical data of 55 patients with intracranial wide neck aneurysms from the First People's Hospital of Suzhou City from March 2017 to March 2022.According to different treatment methods,divided treatment group 28 cases and control group 27 cases.The control group patients received stent assisted therapy,while the treatment group patients received dual microcatheter intervention therapy.Compare efficacy and complications two groups;changes in NIHSS score and ADL score before and 6 months after surgery;Postoperative prognosis at 6 months.Result The total effective rate of the treatment group was 100.00%,while the total effective rate of the control group was 96.30%;two groups of patients with intracranial wide necked aneurysms treatment efficacy no significant difference(P>0.05).The treatment group complications in patients with intracranial wide necked aneurysms(7.14%)less control group(33.33%)(P<0.05).The two groups NIHSS score of patients with intracranial wide necked aneurysms lower before surgery at 6 months after surgery,while the ADL score higher before surgery(P<0.05);the treatment group NIHSS score of patients with intracranial wide necked aneurysms(8.76±0.87)score lower control group(9.82±0.96)score after 6 months of treatment,while the ADL score(57.82±5.43)score higher control group(64.52±5.16)score(P<0.05).There was no significant difference in mRS Scores between the two groups(P>0.05).Conclusion The dual microcatheter technology has a good therapeutic effect on IWNA patients,can reduce the occurrence of complications,improve patient neurological function.
3.Robotic-assisted"3+1"Surgical Mode Strategy for 6 Cases of Median Arcuate Ligament Syndrome
Yuqi MA ; Yuntao MA ; Diaolong MA ; Qian YANG ; Weipeng ZHAI ; Hui CAI ; Ming HU
Chinese Journal of Minimally Invasive Surgery 2024;24(10):678-682
Objective To investigate the feasibility of robotic-assisted"3+1"surgical mode strategy for the treatment of median arcuate ligament syndrome(MALS).Methods Six patients diagnosed as MALS were enrolled between June 2019 and October 2023.The utilization of robotic-assisted"3+1"surgical mode(a 4-hole operation with 3 robot arms and 1 assistance hole)was carried out.Through a posterior splenic artery approach,the compression of the midline arcuate ligament on the abdominal trunk was relieved,which was an abdominal trunk vascularization.Results All the 6 patients underwent robotic-assisted"3+1"surgical mode successfully.The surgical duration(including the time for connecting and disconnecting the machine)was 38-52 min,with a mean of 43.2 min.The intraoperative bleeding volume was 5-25 ml,with a mean of 15 ml.The postoperative hospital stay was 6-9 d,with a mean of 7.5 d.All the 6 patients were followed up for 1-45 months after surgery(median,2.5 months).One patient remained unchanged in body weight,while 5 patients gained 1.0-2.0 kg in body weight,with a mean of 1.5 kg.The symptom of postprandial epigastric pain completely resolved in 5 patients,while the symptom was reduced but not completely alleviated in one patient.Conclusion Treatment of MALS with the robotic-assisted"3+1"surgical model involving abdominal trunk vascularization through a posterior splenic artery approach is safe and feasible.
4.An exploratory study of the domestic robotic surgical system for general surgery
Jing YANG ; Zeping ZHANG ; Guoyuan YANG ; Yiyun PENG ; Meijuan SONG ; Weipeng ZHAN ; Hongwei TIAN ; Ming HU ; Changfeng MIAO ; Dongdong CHEN ; Wei FANG ; Wutang JING ; Yuntao MA
Chinese Journal of General Surgery 2024;39(9):698-702
Objective:To evaluate the safety and efficacy of the domestic robotic surgical system for general surgery.Methods:A prospective single-center, single-arm exploratory study was conducted at Gansu Provincial People's Hospital from Jun 2022 to Oct 2023, enrolling 54 patients undergoing general surgery using domestically produced Toumai? Endoscopic Surgical Robotic System. The primary study endpoint was surgical success rate, and the secondary study endpoints were intraoperative bleeding, operative time, complications, system performance, hospitalization days.Results:In this study, robotic surgery was successfully completed in 52 patients, and in 2 patients undergoing thyroid operation it was converted to open surgery due to bleeding, with a success rate of 96%, no organ injury or death during surgery, and no system failure. The types of surgery included cholecystectomy, radical gastric cancer resection, radical colorectal cancer resection, inguinal hernia repair, partial hepatectomy, total thyroidectomy and choledocho-jejunal anastomosis.Conclusion:The study provides preliminary evidence of the safety and efficacy of the Toumai? Endoscopic Surgical Robotic System for the treatment of general surgical diseases.
5.Clinical progress of inflatable video-assisted mediastinoscopic transhiatal esophagectomy
Shangqi SONG ; Yang HU ; Yuyang XU ; Zheng LIU ; Weipeng HU ; Longqi CHENG ; Yong YUAN
Chinese Journal of Digestive Surgery 2023;22(4):474-480
Surgery is an important method for the treatment of resectable esophageal cancer. With the continuous development of minimally invasive esophageal technology, video-assisted thoracoscopic esophagectomy (VATE) has demonstrated obvious advantages over conventional open surgery and has been widely accepted. However, there are still some esophageal cancer patients who cannot benefit from VATE. Inflatable video-assisted mediastinoscopic transhiatal esophagectomy(IVMTE) does not require one-lung ventilation, reduces postoperative complications, expands surgical indications, and brings surgical opportunities for patients with impaired lung function and thoracic lesions, which has become a new choice for the treatment of esophageal cancer. However, the limited field of surgical view and the tunneling surgical approach undoubtedly increase the difficulty of surgery, and how to clearly expose the anatomical structures and thoroughly dissect the lymph nodes has always been the key points and difficulties of surgery. The authors review relevant literatures to discuss the clinical progress and limitations of IVMTE.
6.Study on the effects and mechanism of luteolin on osteogenic repair of bone defects
Shengyao TANG ; Minhua HU ; Ruoyu ZHOU ; Weipeng SUN ; Xintao TANG ; Haixiong LIN ; Ziwei JIANG
China Pharmacy 2023;34(7):807-813
OBJECTIVE To investigate the effects and mechanism of luteolin on osteogenic repair of bone defects. METHODS The targets and potential pathways of luteolin in the treatment of bone defects were screened by network pharmacology method, and then the top 2 targets were selected by Hub gene screening for molecular docking verification, with binding energy as the evaluation standard. In vitro experiments were conducted on rat bone mesenchymal stem cells (BMSC) and rat umbilical vein endothelial cells (RUVEC). Phenotypic validation was performed using alkaline phosphatase staining, alizarin red S staining, and in vitro angiogenesis experiments. Western blot assay was used to detect the protein expressions of phosphatidylinositol 3 kinase (PI3K) and protein kinase 1 (Akt1), so as to validate the mechanism of luteolin on osteogenic differentiation of BMSC and angiogenesis of RUVEC in vitro. RESULTS The results of network pharmacology showed that the effects of luteolin on vascular formation and bone repair in bone defects were mainly related to Akt1, SRC, estrogen receptor 1, epidermal growth factor receptor, cyclooxygenase 2, matrix metalloproteinase 9 targets, and were closely related to PI3K-Akt signaling pathway. The results of molecular docking showed that luteolin binding to Akt1 and SRC proteins was stable. The results of in vitro experiments showed that luteolin could significantly improve the expressions and activities of alkaline phosphatase in BMSC, increased the number of calcium salt deposits and calcified nodules, and promoted calcification of BMSC. Compared with luteolin 0 μmol/L group, the angiogenesis ability of RUVEC was enhanced significantly in luteolin 1, 10 μmol/L groups, the length of blood vessels and the protein expressions of PI3K and Akt1 were significantly increased (P<0.05 or P<0.01); the higherthe concentration, the better the effect. CONCLUSIONS Luteolin may play a role in promoting angiogenesis and bone repair at the fracture site by activating PI3K/Akt signaling pathway and promoting the protein expressions of PI3K and Akt1.
7.The experience on trocar layout method for robotic "3+2" mode gastrointestinal surgery
Ming HU ; Diaolong MA ; Wentao ZHANG ; Shixun MA ; Jing YANG ; Jin GUO ; Weipeng ZHAN ; Yuntao MA ; Hui CAI
Chinese Journal of General Surgery 2023;38(8):589-594
Objective:Based on experience of robotic gastrointestinal surgery at the Department of General Surgery, Clinical Medicine Center of Gansu Provincial Hospital, this study explored the principles and methods of trocar layout for robotic "3+2" mode gastrointestinal surgery, suitable for beginners.Methods:From Apr 2017 to Oct 2022, the robotic gastrointestinal surgery team of Gansu Provincial Hospital completed 998 cases of robotic "3+2" mode gastrointestinal surgery, including 600 cases of gastric cancer, 100 cases of rectal cancer, 98 cases of descending colon and sigmoid colon cancer, 20 cases of transverse colon cancer, and 180 cases of right colon cancer. Through the continuous optimization and improvement of the problems encountered during the operation, combined with the operator's experience, and taking into account various aspects, we developed the robotic "3+2" mode trocar layout for gastrointestinal surgery.Results:Four principles of trocar layout were developed, namely, the principle of lens placement around the navel, the principle of symmetry in the main operation, the principle of 8-10cm distance between trocar holes, and the principle of symmetry in the auxiliary hole lens. Three trocar layout methods and principles applicable to robotic gastric surgery, and four applicable to robotic colorectal surgery were developed.Conclusion:The trocar layout method of robotic "3+2" mode gastrointestinal surgery is established based on a large number of robotic gastrointestinal surgery experiences. This method is simple and easy to learn, with strong repeatability and operability.
8.Research Progress of PD-L1 Expression in Circulating Tumor Cells in Malignant Tumors
Zuxi LI ; Xianbin HUANG ; Yuntao MA ; Weipeng ZHAN ; Ming HU ; Hongwei TIAN ; Jing YANG
Cancer Research on Prevention and Treatment 2022;49(3):225-229
In recent years, with the in-depth study of PD-1 and PD-L1 and the development of immunotherapy, the first problem is how to screen the beneficiaries. Recent clinical studies have shown that the expression level of PD-L1 in circulating tumor cells (CTC) can be used as a potential biomarker to play a guiding role in immunotherapy of malignant tumors. This article reviews the latest clinical research progress on the expression of PD-L1 in circulating tumor cells in various solid tumors.
9.Study on Improvement of Quality Standard of Equisetum hyemale
Zhengquan LAI ; Weipeng AI ; Zhen HU ; Yaoxing DOU ; Yufeng CAI ; Wei LIU ; Ying WU ; Citing ZHANG ; Xiaolin XIE ; Huijun LIAO
China Pharmacy 2020;31(9):1080-1085
OBJECTIVE:To provide reference for improving the quality sta ndard of Equisetum hyemale . METHODS :Totally 10 batches of E. hyemale from different sites were collected as samples. TLC method was used to qualitatively identify kaempferol- 3-O-β-sophoroside. The contents of heavy metal ,aflatoxin,impurity,moisture,total ash ,acid-insoluble ash ,water-soluble extract and ethanol-soluble extract were determined according to supplementary provisions of Chinese Pharmacopoeia (2015 edition). HPLC method was used to determine the content of kaempferol- 3-O-β-sophoroside in sample. HPLC fingerprint of water-soluble extract from E. hyemale was also established. RESULTS :TLC identification showed that in the chromatogram of the test sample , fluorescent spots with the same color were displayed on the corresponding positions of the chromatogram of substance control of kaempferol-3-O-β-sophoroside,and without interference from blank control. Among 10 batches of samples ,the contents of impurities were 0.19%-2.32%;the water contents were 10.12%-11.87%;the total ash contents were 6.67%-10.11%;the acid-insoluble ash contents were 1.34%-2.12%;the water-soluble extract contents were 9.17%-13.99%;the ethanol-soluble extract contents were 7.49%-13.68%,respectively. It is preliminarily proposed that the impurity content shall not exceed 3.00%;the total ash content shall not exceed 10.00%;the acid-insoluble ash content shall not exceed 2.50%;the water-soluble extract content shall not be less than 9.00% ;the ethanol-soluble extract content shall not be less than 5.00%. Arsenic(0.064-0.225 mg/kg) 010815) was detected in 9 batches of samples ;cadmium(0.106-0.132 E-mail:cruise0303@163.com mg/kg)was detected in 6 batches of samples ;lead(0.221- 1.896 mg/kg)was detected in all samples ,but no mercury or rebecca aflatoxin was detected. The results of HPLC method met the relevant requirements of Chinese Pharmacopoeia . The content of kaempferol- 3-O-β-D-sophoroside in 10 batches of samples was 627.12-5 384.53 mg/kg,and the similarity of HPLC fingerprints of 10 batches of samples was more than 0.900. CONCLUSIONS : A new qualitative and quantitative analysis method for kaempferol- 3-O-β-D-sophoroside was established ;the heavy metals , aflatoxins,impurities and other items in E. hyemale were detected ;the limits of impurity ,ash and extract were determined. The established method is simple ,accurate and reproducible ,and can be used for quality control of E. hyemale .
10.Mig- gene silencing inhibits vasculogenic mimicry formation and invasion of glioma U251 cells by suppressing MEK/ERK signaling.
Fan WANG ; Fenglong CHEN ; Weipeng HU ; Yi ZHANG
Journal of Southern Medical University 2019;39(5):566-571
OBJECTIVE:
To investigate the inhibitory effects of silencing migration-inducing gene-7 (Mig-7) on vasculogenic mimicry formation, migration and invasion of human glioma cells and whether MEK/ERK signaling pathway mediates these effects.
METHODS:
Human glioma U251 cells were infected by lentiviral vectors carrying a small interfering RNA targeting Mig-7 gene (sh-Mig-) or a negative control shRNA (sh-NC), and real-time quantitative PCR was used to detect the expression level of Mig- mRNA in the cells. Three-dimensional culture and Transwell chamber invasion assay were used to observe the effect of Mig- gene silencing on vasculogenic mimicry formation and invasion ability of the U251 cells. Western blotting was performed to detect the changes in the protein expression levels of MEK/ERK in the infected cells.
RESULTS:
We successfully obtained a U251 cell line with stable low expression of Mig- gene using RNA interference technique. Compared with the cells infected with sh-NC lentivirus and the non- infected cells, U251 cells infected with the lentiviral vector carrying sh-Mig- showed significantly decreased expression level of Mig- ( < 0.01) with obviously lowered vasculogenic mimicry formation and invasion abilities ( < 0.05). Mig- silencing also significantly lowered the expressions of MEK and ERK proteins in U251 cells ( < 0.05).
CONCLUSIONS
Silencing of Mig-7 gene inhibits vasculogenic mimicry formation and invasion of U251 cells possibly by suppressing MEK/ERK signaling, suggesting the important role of Mig-7 gene in vasculogenic mimicry formation and invasion of human glioma cells.
Cell Line, Tumor
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Cell Movement
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Cell Proliferation
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Gene Silencing
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Glioma
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genetics
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pathology
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Humans
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Neoplasm Proteins
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metabolism
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RNA, Small Interfering
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Signal Transduction

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