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.Construction and evaluation of gastrointestinal bleeding nomogram after laparoscopic pancreaticoduodenectomy for patients with periampullary space occupying lesion
Shuai WANG ; Dongrui LI ; Jianhua LIU ; Chengxu DU ; Qiusheng LI ; Jianzhang QIN ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(3):182-187
Objective:To construct a nomogram model for predicting the risk factors of gastrointestinal bleeding following laparoscopic pancreaticoduodenectomy (LPD) based on relevant risk factors and evaluate its predictive value.Methods:A retrospective analysis was conducted on 466 patients with periampullary space occupying lesion who underwent LPD at the Department of Hepatobiliary Surgery, the Second Hospital of Hebei Medical University, from January 2021 to December 2024. Among them, there were 284 males and 182 females, aged (59.9±10.7) years. Patients were randomly divided into a training cohort ( n=326) and a validation cohort ( n=140) using a random number table (7: 3 ratio). Based on whether patients suffered gastrointestinal bleeding, the training cohort was further stratified into a gastrointestinal bleeding group ( n=23) and control group ( n=303). Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for gastrointestinal bleeding. A nomogram was constructed based on multivariate results, and its predictive performance was evaluated by receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Results:Compared to the control group, the gastrointestinal bleeding group exhibited significantly higher age, higher rates of postoperative pancreatic fistula (POPF) and intra-abdominal infection, along with lower body mass index, and lower levels of fibrinogen and albumin (all P<0.05). Multivariate analysis identified age ( OR=1.065, 95% CI: 1.002-1.132), fibrinogen ( OR=0.486, 95% CI: 0.243-0.969), albumin ( OR=0.840, 95% CI: 0.741-0.953), POPF ( OR=4.299, 95% CI: 1.348-13.716), and postoperative intra-abdominal infection ( OR=6.352, 95% CI: 1.476-27.341) as independent predictors of gastrointestinal bleeding (all P<0.05). The nomogram demonstrated robust discrimination, with an AUC of 0.861 (95% CI: 0.784-0.939), sensitivity of 82.6%, and specificity of 82.2% in the training cohort. In the validation cohort, the AUC was 0.824 (95% CI: 0.675-0.973), with sensitivity and specificity of 80.0% and 83.8%, respectively. Calibration curves indicated excellent agreement between predicted and observed outcomes. DCA revealed superior net clinical benefit of the nomogram over " treat-all" or " treat-none" strategies within threshold probabilities of 0-0.9 (training) and 0-0.75 (validation). Conclusion:The nomogram based on age, fibrinogen, albumin, POPF, and intra-abdominal infection provides accurate prediction of gastrointestinal bleeding after LPD and demonstrates high clinical utility for risk stratification and decision-making in periampullary space occupying lesion patients.
3.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.
4.miR-200a inhibits formation of primary cilia and decreases X-ray-induced apoptosis resistance in rat cardiac fibroblasts
Li MA ; Xiaoni MA ; Songbo FU ; Chengxu MA
Chinese Journal of Pathophysiology 2025;41(10):1920-1925
AIM:To investigate the effects of microRNA-200a(miR-200a)on the formation of primary cilia and the apoptosis in X-ray-injured cardiac fibroblasts.METHODS:Hearts were isolated from neonatal Wistar rats and di-gested with trypsin.Cardiac fibroblasts were isolated,irradiated with 1 Gy of X-ray,and subsequently transfected with miR-200a-3p mimic or si-IFT88.Primary cilia were detected by immunofluorescence staining,and tranfoming growth fac-tor-β1(TGF-β1)in the culture medium was detected by ELISA.The viability of cardiac fibroblasts was detected by CCK-8.The mRNA expression of tumor necrosis factor-α(TNF-α)and caspase-3 was detected by RT-qPCR,and the protein expression of TNF-α,caspase-3,collagen type I α1 chain(Col1α1)and TGF-β1 was detected by Western blot.RE-SULTS:Compared with control group,X-ray irradiation significantly decreased the expression of miR-200a-3p and the level of apoptosis,but increased the proportion of cells with primary cilia,the length of primary cilia and the viability of cardiac fibroblasts.Compared with X-ray group,the percentage of apoptotic cardiac fibroblasts in si-IFT88 group was in-creased.Compared with X-ray group,the proportion of cells with primary cilia and the TGF-β1 content in cardiac fibro-blasts were reduced,and the proportion of apoptotic cells increased in miR-200a-3p overexpression group.CONCLU-SION:X-ray-induced down-regulation of miR-200a-3p in neonatal rat cardiac fibroblasts drives the formation of primary cilia and suppresses the apoptosis.
5.miR-200a inhibits formation of primary cilia and decreases X-ray-induced apoptosis resistance in rat cardiac fibroblasts
Li MA ; Xiaoni MA ; Songbo FU ; Chengxu MA
Chinese Journal of Pathophysiology 2025;41(10):1920-1925
AIM:To investigate the effects of microRNA-200a(miR-200a)on the formation of primary cilia and the apoptosis in X-ray-injured cardiac fibroblasts.METHODS:Hearts were isolated from neonatal Wistar rats and di-gested with trypsin.Cardiac fibroblasts were isolated,irradiated with 1 Gy of X-ray,and subsequently transfected with miR-200a-3p mimic or si-IFT88.Primary cilia were detected by immunofluorescence staining,and tranfoming growth fac-tor-β1(TGF-β1)in the culture medium was detected by ELISA.The viability of cardiac fibroblasts was detected by CCK-8.The mRNA expression of tumor necrosis factor-α(TNF-α)and caspase-3 was detected by RT-qPCR,and the protein expression of TNF-α,caspase-3,collagen type I α1 chain(Col1α1)and TGF-β1 was detected by Western blot.RE-SULTS:Compared with control group,X-ray irradiation significantly decreased the expression of miR-200a-3p and the level of apoptosis,but increased the proportion of cells with primary cilia,the length of primary cilia and the viability of cardiac fibroblasts.Compared with X-ray group,the percentage of apoptotic cardiac fibroblasts in si-IFT88 group was in-creased.Compared with X-ray group,the proportion of cells with primary cilia and the TGF-β1 content in cardiac fibro-blasts were reduced,and the proportion of apoptotic cells increased in miR-200a-3p overexpression group.CONCLU-SION:X-ray-induced down-regulation of miR-200a-3p in neonatal rat cardiac fibroblasts drives the formation of primary cilia and suppresses the apoptosis.
6.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.
7.Construction and evaluation of gastrointestinal bleeding nomogram after laparoscopic pancreaticoduodenectomy for patients with periampullary space occupying lesion
Shuai WANG ; Dongrui LI ; Jianhua LIU ; Chengxu DU ; Qiusheng LI ; Jianzhang QIN ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(3):182-187
Objective:To construct a nomogram model for predicting the risk factors of gastrointestinal bleeding following laparoscopic pancreaticoduodenectomy (LPD) based on relevant risk factors and evaluate its predictive value.Methods:A retrospective analysis was conducted on 466 patients with periampullary space occupying lesion who underwent LPD at the Department of Hepatobiliary Surgery, the Second Hospital of Hebei Medical University, from January 2021 to December 2024. Among them, there were 284 males and 182 females, aged (59.9±10.7) years. Patients were randomly divided into a training cohort ( n=326) and a validation cohort ( n=140) using a random number table (7: 3 ratio). Based on whether patients suffered gastrointestinal bleeding, the training cohort was further stratified into a gastrointestinal bleeding group ( n=23) and control group ( n=303). Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for gastrointestinal bleeding. A nomogram was constructed based on multivariate results, and its predictive performance was evaluated by receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Results:Compared to the control group, the gastrointestinal bleeding group exhibited significantly higher age, higher rates of postoperative pancreatic fistula (POPF) and intra-abdominal infection, along with lower body mass index, and lower levels of fibrinogen and albumin (all P<0.05). Multivariate analysis identified age ( OR=1.065, 95% CI: 1.002-1.132), fibrinogen ( OR=0.486, 95% CI: 0.243-0.969), albumin ( OR=0.840, 95% CI: 0.741-0.953), POPF ( OR=4.299, 95% CI: 1.348-13.716), and postoperative intra-abdominal infection ( OR=6.352, 95% CI: 1.476-27.341) as independent predictors of gastrointestinal bleeding (all P<0.05). The nomogram demonstrated robust discrimination, with an AUC of 0.861 (95% CI: 0.784-0.939), sensitivity of 82.6%, and specificity of 82.2% in the training cohort. In the validation cohort, the AUC was 0.824 (95% CI: 0.675-0.973), with sensitivity and specificity of 80.0% and 83.8%, respectively. Calibration curves indicated excellent agreement between predicted and observed outcomes. DCA revealed superior net clinical benefit of the nomogram over " treat-all" or " treat-none" strategies within threshold probabilities of 0-0.9 (training) and 0-0.75 (validation). Conclusion:The nomogram based on age, fibrinogen, albumin, POPF, and intra-abdominal infection provides accurate prediction of gastrointestinal bleeding after LPD and demonstrates high clinical utility for risk stratification and decision-making in periampullary space occupying lesion patients.
8.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.
9.Adipose-derived mesenchymal stem cell-derived exosomes alleviate hydrogen peroxide-induced PC12 cell apoptosis
Chengxu GU ; Naili ZHANG ; Yongchun MENG ; Qing LIU ; Qixuan GUO ; Li FU ; Luping ZHANG ; Fei HUANG
Chinese Journal of Tissue Engineering Research 2024;28(19):2988-2995
BACKGROUND:Mesenchymal stem cell-derived exosomes may play a crucial role in tissue damage repair,and miRNA is an important component of exosomes for therapeutic effects.Among them,miR-29b-3p has the effect of reducing cell apoptosis,promoting axonal regeneration,and angiogenesis. OBJECTIVE:To study the protective effect of adipose-derived mesenchymal stem cell-derived exosome via miR-29b-3p on a neural cell injury model simulated by H2O2-treated PC12 cells,and explore the relevant mechanisms. METHODS:(1)First,the collagenase digestion method was used to extract rat adipose-derived mesenchymal stem cells.Adipose-derived mesenchymal stem cells were transfected with miR-29b-3p mimics and inhibitors.Exosomes were extracted from the culture supernatant by ultracentrifugation and identified so as to construct adipose-derived mesenchymal stem cell-derived exosomes with high expression and knockdown miR-29b-3p.(2)By constructing a neural cell injury model simulated by PC12 cells treated with H2O2,the relevant mechanisms of the protective effect of adipose-derived mesenchymal stem cell-derived exosome via miR-29b-3p on the simulated neuronal cell injury model were studied. RESULTS AND CONCLUSION:(1)Adipose-derived mesenchymal stem cell-derived exosome had a typical cup-shaped shape and a diameter distribution in the range of 50-140 nm,expressed membrane proteins Alix,CD63,and TSG101,which were specific markers on the surface of exosomes,and could be successfully ingested by PC12 cells.(2)Adipose-derived mesenchymal stem cell-derived exosome pretreatment could reduce cell apoptosis induced by H2O2 treatment in PC12 cells,and this protective effect was enhanced with the increase of miR-29b-3p expression in the exosomes and weakened with the decrease of miR-29b-3p expression in the exosomes.The mechanism of its effect was related to adipose-derived mesenchymal stem cell-derived exosome via miR-29b-3p promoting the expression of anti-apoptotic protein Bcl-2 and inhibiting the expression of apoptotic protein Bax.
10.Progress and strategies of surgical treatment of hepatocellular carcinoma with portal vein tumor thrombus
Chengxu DU ; Dongrui LI ; Shubin ZHANG ; Wei BIAN ; Jianhua LIU
Chinese Journal of Digestive Surgery 2023;22(2):214-218
The incidence of portal vein tumor thrombus (PVTT) in patients with hepato-cellular carcinoma (HCC) is high and the prognosis is poor. The treatment mode of HCC+PVTT is changing to multidisciplinary comprehensive treatment. The authors make a deep investigation on the occurrence basis, classification, surgical treatment indication, postoperative adjuvant treatment and preoperative conversion treatment plan of HCC+PVTT, in order to provide reference for the diagnosis and treatment of this disease.

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