1.Development and validation of early diagnostic model using radiomics for distinguishing benign and malignant pancreatic tumors
Chengxu DU ; Yilin LI ; Bin ZHANG ; Wenfeng FENG ; Ang LI ; Fengshan LI ; Haitao LYU ; Weihong ZHAO ; Dongrui LI
Chinese Journal of Hepatobiliary Surgery 2025;31(8):597-602
Objective:To develop and validate a diagnostic model for pancreatic benign and malignant tumors using radiomics technology.Methods:A retrospective analysis was conducted on the clinical data of 113 patients with pancreatic tumors who underwent surgical treatment at the Hepatobiliary and Pancreatic Surgery Departments of the Second Hospital and the First Hospital of Hebei Medical University from January 2020 to December 2022. There were 59 male and 54 female patients, aged (55.3±16.8) years. Preoperative enhanced thin-slice computed tomography (CT) data and postoperative pathological diagnosis results were collected. Data from 74 patients at the Second Hospital were selected, and according to the random classification principle of 7∶3, the data of 52 patients were determined as the training set for model construction, while the remaining 22 patients' data served as the internal validation set. Data from 39 patients at the First Hospital of Hebei Medical University were used as the external validation set to assess the generali-zability of the established model. The region of interest in the lesions on CT images was analyzed using three-dimensional radiomics feature extraction, and the top 5 features were selected using feature selection methods. Radiomics models were established for the selected features using 17 classifiers. The performance of the models was evaluated using the area under curve (AUC) of the receiver operating characteristic (ROC).Results:Two hundred and fifty-five models were established with 15 feature selection methods and 17 classifiers. 7 models with the AUC greater than 0.7 were selected, among which the best one was LASSO-K neighbors classifier model, constructed using the LASSO feature selection method and the k-nearest neighbors algorithm, achieving AUC values of 0.933 (95% CI: 0.859-0.984) in the training set, 0.973 (95% CI: 0.896-1.000) in the validation set, and 0.774 (95% CI: 0.624-0.908) in the external validation set, with satisfactoryclassification and generalization ability. Conclusion:The radiomics-based diagnostic model for pancreatic benign and malignant tumors can effectively distinguish the benignancy and malignancy of tumors. The LASSO-K neighbors classifier model demonstrated high accuracy and reliability in this study.
2.Analysis of the safety and feasibility of combined portal vein system resection and reconstruction in laparoscopic pancreaticoduodenectomy
Chengxu DU ; Haotian YU ; Dongrui LI ; Weihong ZHAO ; Jianhua LIU ; Jiansheng ZHANG ; Wenbin WANG ; Wei BIAN ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(2):107-110
Objective:To explore the safety and feasibility of laparoscopic pancreaticoduodenectomy (LPD) combined with portal vein system resection and reconstruction.Methods:The clinical data of 26 patients with pancreatic head cancer or distal bile duct malignant tumors who underwent reconstructive LPD combined with portal vein resection in the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from January 2016 to December 2023 were retrospectively analyzed, including 13 males and 13 females, aged 63.0 (57.2, 66.0) years. The clinical data of the patients, including the operation time, intraoperative blood loss and blood transfusion, blood flow interruption time, postoperative complications, intensive care unit (ICU) admission time, and hospital stay were recorded.Results:All 26 patients had completed the operation successfully. The operation time was (483.65±118.00) min, the intraoperative blood loss was 1 100 (625, 2 750) ml, the intraoperative blood transfusion was 600 (438, 1 050) ml, and the portal vein system blockade time was (35.00±6.00) min. There were 5 cases (19.2%, 5/26) with laparotomy, 5 cases (19.2%%, 5/26) with repair after partial resection of the portal vein system, 12 cases (46.1%, 12/26) with end-to-end anastomosis of the portal venous system, and 9 cases (34.6%, 9/26) with artificial vascular replacement. There was 1 case of grade B pancreatic fistula (3.8%, 1/26), 3 cases of bile leakage (11.5%, 3/26), 1 case of gastric paralysis (3.8%, 1/26), 3 cases of intestinal obstruction (11.5%, 3/26), 2 cases of abdominal infection (7.7%, 2/26), 2 cases of postoperative bleeding (7.7%, 2/26), 1 case of secondary surgery (3.8%, 1/26), and 1 case of perioperative death (3.8%, 1/26). The postoperative hospital stay was 14.00 (12.00, 20.75) d, the ICU length of stay was 3.0 (1.0, 6.5) d, the tumor length diameter was 4.00 (3.00, 5.38) cm, and the number of positive lymph nodes was 1.0(0.5, 3.5).Conclusion:LPD reconstructed with portal system resection is a safe and effective treatment of patients with pancreatic head cancer or distal bile duct malignancy.
3.Bioprinting Fabrication and Biomechanical Functional Evaluation of Micro vascular Networks
Dongrui ZHANG ; Xiao LIU ; Yubo FAN
Journal of Medical Biomechanics 2025;40(5):1360-1366
Constructing functional microvascular networks in vitro represents a pivotal step in the creation of engineered tissues,organ-on-chip models,and organoids,holding profound implications for tissue engineering,regenerative medicine,drug screening,and disease modeling.As a cutting-edge bio-manufacturing approach,bioprinting enables the precise deposition of biomaterials,cells,and bioactive molecules to fabricate intricate microvascular networks that faithfully replicate the geometric architecture and functional properties of native microvasculature.This review summarizes the research progress in bioprinting microvascular networks,with a focus on bioprinting technologies,bioinks,and the biomechanical functional evaluation of microvascular networks.
4.Bioprinting Fabrication and Biomechanical Functional Evaluation of Micro vascular Networks
Dongrui ZHANG ; Xiao LIU ; Yubo FAN
Journal of Medical Biomechanics 2025;40(5):1360-1366
Constructing functional microvascular networks in vitro represents a pivotal step in the creation of engineered tissues,organ-on-chip models,and organoids,holding profound implications for tissue engineering,regenerative medicine,drug screening,and disease modeling.As a cutting-edge bio-manufacturing approach,bioprinting enables the precise deposition of biomaterials,cells,and bioactive molecules to fabricate intricate microvascular networks that faithfully replicate the geometric architecture and functional properties of native microvasculature.This review summarizes the research progress in bioprinting microvascular networks,with a focus on bioprinting technologies,bioinks,and the biomechanical functional evaluation of microvascular networks.
5.Development and validation of early diagnostic model using radiomics for distinguishing benign and malignant pancreatic tumors
Chengxu DU ; Yilin LI ; Bin ZHANG ; Wenfeng FENG ; Ang LI ; Fengshan LI ; Haitao LYU ; Weihong ZHAO ; Dongrui LI
Chinese Journal of Hepatobiliary Surgery 2025;31(8):597-602
Objective:To develop and validate a diagnostic model for pancreatic benign and malignant tumors using radiomics technology.Methods:A retrospective analysis was conducted on the clinical data of 113 patients with pancreatic tumors who underwent surgical treatment at the Hepatobiliary and Pancreatic Surgery Departments of the Second Hospital and the First Hospital of Hebei Medical University from January 2020 to December 2022. There were 59 male and 54 female patients, aged (55.3±16.8) years. Preoperative enhanced thin-slice computed tomography (CT) data and postoperative pathological diagnosis results were collected. Data from 74 patients at the Second Hospital were selected, and according to the random classification principle of 7∶3, the data of 52 patients were determined as the training set for model construction, while the remaining 22 patients' data served as the internal validation set. Data from 39 patients at the First Hospital of Hebei Medical University were used as the external validation set to assess the generali-zability of the established model. The region of interest in the lesions on CT images was analyzed using three-dimensional radiomics feature extraction, and the top 5 features were selected using feature selection methods. Radiomics models were established for the selected features using 17 classifiers. The performance of the models was evaluated using the area under curve (AUC) of the receiver operating characteristic (ROC).Results:Two hundred and fifty-five models were established with 15 feature selection methods and 17 classifiers. 7 models with the AUC greater than 0.7 were selected, among which the best one was LASSO-K neighbors classifier model, constructed using the LASSO feature selection method and the k-nearest neighbors algorithm, achieving AUC values of 0.933 (95% CI: 0.859-0.984) in the training set, 0.973 (95% CI: 0.896-1.000) in the validation set, and 0.774 (95% CI: 0.624-0.908) in the external validation set, with satisfactoryclassification and generalization ability. Conclusion:The radiomics-based diagnostic model for pancreatic benign and malignant tumors can effectively distinguish the benignancy and malignancy of tumors. The LASSO-K neighbors classifier model demonstrated high accuracy and reliability in this study.
6.Analysis of the safety and feasibility of combined portal vein system resection and reconstruction in laparoscopic pancreaticoduodenectomy
Chengxu DU ; Haotian YU ; Dongrui LI ; Weihong ZHAO ; Jianhua LIU ; Jiansheng ZHANG ; Wenbin WANG ; Wei BIAN ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(2):107-110
Objective:To explore the safety and feasibility of laparoscopic pancreaticoduodenectomy (LPD) combined with portal vein system resection and reconstruction.Methods:The clinical data of 26 patients with pancreatic head cancer or distal bile duct malignant tumors who underwent reconstructive LPD combined with portal vein resection in the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from January 2016 to December 2023 were retrospectively analyzed, including 13 males and 13 females, aged 63.0 (57.2, 66.0) years. The clinical data of the patients, including the operation time, intraoperative blood loss and blood transfusion, blood flow interruption time, postoperative complications, intensive care unit (ICU) admission time, and hospital stay were recorded.Results:All 26 patients had completed the operation successfully. The operation time was (483.65±118.00) min, the intraoperative blood loss was 1 100 (625, 2 750) ml, the intraoperative blood transfusion was 600 (438, 1 050) ml, and the portal vein system blockade time was (35.00±6.00) min. There were 5 cases (19.2%, 5/26) with laparotomy, 5 cases (19.2%%, 5/26) with repair after partial resection of the portal vein system, 12 cases (46.1%, 12/26) with end-to-end anastomosis of the portal venous system, and 9 cases (34.6%, 9/26) with artificial vascular replacement. There was 1 case of grade B pancreatic fistula (3.8%, 1/26), 3 cases of bile leakage (11.5%, 3/26), 1 case of gastric paralysis (3.8%, 1/26), 3 cases of intestinal obstruction (11.5%, 3/26), 2 cases of abdominal infection (7.7%, 2/26), 2 cases of postoperative bleeding (7.7%, 2/26), 1 case of secondary surgery (3.8%, 1/26), and 1 case of perioperative death (3.8%, 1/26). The postoperative hospital stay was 14.00 (12.00, 20.75) d, the ICU length of stay was 3.0 (1.0, 6.5) d, the tumor length diameter was 4.00 (3.00, 5.38) cm, and the number of positive lymph nodes was 1.0(0.5, 3.5).Conclusion:LPD reconstructed with portal system resection is a safe and effective treatment of patients with pancreatic head cancer or distal bile duct malignancy.
7.A Standardized Approach to Recommending Diagnostic Criteria in Chinese Clinical Practice Guidelines
Qi ZHOU ; Qinyuan LI ; Hongfeng HE ; Dongrui PENG ; Huayu ZHANG ; Ye WANG ; Kehu YANG ; Yaolong CHEN
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1432-1438
Diagnostic criteria, as a critical component of clinical practice guidelines, play a direct role in guiding clinicians' diagnostic and treatment decisions. Although China has increasingly emphasized the development and updating of clinical guidelines in recent years, research focusing on the diagnostic criteria within these guidelines remains limited. This paper aims to explore the types of diagnostic criteria, the issues they present, and the processes involved in their formulation. Based on this analysis, suggestions are proposed to improve the recommendation and application of diagnostic criteria in Chinese guidelines.
8.Successful Treatment of A Patient with Chronic Myeloid Leukemia Complicated by Cerebral Hemorrhage Manifesting as Platelet Abnormal Elevation
Xin ZHANG ; Xiao ZHANG ; Yi GUO ; Jun FENG ; Zhiyuan XIAO ; Zhaoxiang XIE ; Jing WU ; Dongrui XU ; Junji WEI ; Yu WANG
Medical Journal of Peking Union Medical College Hospital 2024;15(1):217-222
Platelet elevation is a rare manifestation in the peripheral blood of patients with chronic myeloid leukemia (CML). In this paper, we report for the first time a case of CML combined with cerebral hemorrhage manifested by abnormally elevated platelets. The patient had elevated platelets in the peripheral blood, showed normal coagulation function, and underwent intracranial hematoma removal due to cerebral hemorrhage. After the operation, bleeding from the operated area and other systems occurred, and the patient was diagnosed as having accelerated CML after combining bone marrow biopsy and genetic testing. His condition was controlled after administration of flumatinib through a jejunal tube. Based on this patient's experience, the feasibility ofadministering flumatinib via a jejunostomy tube was determined, which is the first report of its kind in China and abroad.This article summarizes the diagnosis and treatment process of this patient, with the aim of providing a warning and reference for clinicians.
9.A Standardized Approach to Recommending Diagnostic Criteria in Chinese Clinical Practice Guidelines
Qi ZHOU ; Qinyuan LI ; Hongfeng HE ; Dongrui PENG ; Huayu ZHANG ; Ye WANG ; Kehu YANG ; Yaolong CHEN
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1432-1438
Diagnostic criteria, as a critical component of clinical practice guidelines, play a direct role in guiding clinicians' diagnostic and treatment decisions. Although China has increasingly emphasized the development and updating of clinical guidelines in recent years, research focusing on the diagnostic criteria within these guidelines remains limited. This paper aims to explore the types of diagnostic criteria, the issues they present, and the processes involved in their formulation. Based on this analysis, suggestions are proposed to improve the recommendation and application of diagnostic criteria in Chinese guidelines.
10.Retrospective study on authorized aeromedical identification of overage military flying personnel
Nan SU ; Di ZHU ; Linsong QI ; Jiakang ZHANG ; Dongrui YU ; Jun WANG ; Junhua XING ; Hongyang JI ; Xianrong XU
Space Medicine & Medical Engineering 2024;35(2):112-115
Objective To retrospectively investigate and analyze the specially permitted aeromedical evaluation results of overage military flying personnel,in order to provide references for health management and related evaluation methods improvement.Methods The clinical data and evaluation results of overage flying personnel were collected from 2012 to 2023.Disease spectrum was analyzed,and qualified rates among different airplane types and aviation duties were compared.Results 79.57%of the 509 flying personnel were detected with diseases,and the top ten were hyperlipidemia,fatty liver,thyroid nodule,renal cyst,hepatic cyst,gallbladder polyps,hyperuricemia,carotid artery arteriosclerosis,hypertension and hepatic hemangioma.96.08%of the personnel were qualified to continue flying,1.96%were disqualified and 1.96%were temporarily disqualified.The qualified rates among different airplane types and aviation duties were not significantly different(P?>?0.05).Conclusion Overage military flying personnel could apply for specially permitted aeromedical evaluation to extend their flying lifespan.Attention should be paid to metabolic and cardiovascular diseases in aeromedical support and evaluation for these experienced flying personnel.

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