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.Effect of preoperative pancreatic duct stent placement in enucleation of pancreatic tumor adjacent to the main pancreatic duct
Haotian YU ; Shubin ZHANG ; Jianhua LIU ; Jianzhang QIN ; Chengxu DU ; Xinda YANG ; Weihong ZHAO ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(1):43-48
Objective:To study the effect of preoperative pancreatic duct stent placement in enucleation (EN) of pancreatic tumor adjacent to the main pancreatic duct (MPD).Methods:Clinical data of 56 patients with benign or borderline pancreatic tumor adjacent to the MPD undergoing EN in the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from January 2022 to September 2024 were retrospectively analyzed, including 25 males and 31 females, aged (32.0±5.5) years. Among the patients, 35 (62.5%) were solid pseudopapillary neoplasm, 15 (26.8%) were neuroendocrine tumor, and 6 (10.7%) were serous cystic tumor. According to whether the pancreatic duct stent was placed through encoscopic retrograde cholangiopancreatography preoperatively, patients were divided into the stent group ( n=20, observation group) and no-stent group ( n=36, control group). The operation time, intraoperative pancreatic duct injury, tumor enucleation time and blood loss, grade B/C pancreatic fistula and postoperative hospital stay were compared between the two groups. Results:All patients underwent EN successfully. The operation time in the observation group was shorter than that in the control group [150.0 (143.5, 159.0) vs 158.0 (150.0, 180.0) min, Z=-2.08, P=0.031], and the rate of intraoperative MPD injury in the observation group was lower than that in the control group [10.0% (2/20) vs 38.9% (14/36), χ2=5.26, P=0.022]. The tumor enucleation time and blood loss were comparable between the two groups (both P>0.05). The rate of postoperative grade B/C pancreatic fistula in the observation group was lower than that in the control group [15.0% (3/20) vs 41.7% (15/36), χ2=4.19, P=0.041], and the postoperative hospital stay was also shorter in the observation group [(7.9±1.6) vs (9.3±2.1) d, t=-2.57, P=0.014]. Conclusion:Under the premise of matured endoscopic operation, preoperative pancreatic duct stent placement through ERCP in the EN of pancreatic tumor adjacent to the MPD can protect the MPD during operation, reduce the occurrence of postoperative grade B/C pancreatic fistula, and shorten the postoperative hospital stay.
5.Effect of preoperative pancreatic duct stent placement in enucleation of pancreatic tumor adjacent to the main pancreatic duct
Haotian YU ; Shubin ZHANG ; Jianhua LIU ; Jianzhang QIN ; Chengxu DU ; Xinda YANG ; Weihong ZHAO ; Haitao LYU
Chinese Journal of Hepatobiliary Surgery 2025;31(1):43-48
Objective:To study the effect of preoperative pancreatic duct stent placement in enucleation (EN) of pancreatic tumor adjacent to the main pancreatic duct (MPD).Methods:Clinical data of 56 patients with benign or borderline pancreatic tumor adjacent to the MPD undergoing EN in the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from January 2022 to September 2024 were retrospectively analyzed, including 25 males and 31 females, aged (32.0±5.5) years. Among the patients, 35 (62.5%) were solid pseudopapillary neoplasm, 15 (26.8%) were neuroendocrine tumor, and 6 (10.7%) were serous cystic tumor. According to whether the pancreatic duct stent was placed through encoscopic retrograde cholangiopancreatography preoperatively, patients were divided into the stent group ( n=20, observation group) and no-stent group ( n=36, control group). The operation time, intraoperative pancreatic duct injury, tumor enucleation time and blood loss, grade B/C pancreatic fistula and postoperative hospital stay were compared between the two groups. Results:All patients underwent EN successfully. The operation time in the observation group was shorter than that in the control group [150.0 (143.5, 159.0) vs 158.0 (150.0, 180.0) min, Z=-2.08, P=0.031], and the rate of intraoperative MPD injury in the observation group was lower than that in the control group [10.0% (2/20) vs 38.9% (14/36), χ2=5.26, P=0.022]. The tumor enucleation time and blood loss were comparable between the two groups (both P>0.05). The rate of postoperative grade B/C pancreatic fistula in the observation group was lower than that in the control group [15.0% (3/20) vs 41.7% (15/36), χ2=4.19, P=0.041], and the postoperative hospital stay was also shorter in the observation group [(7.9±1.6) vs (9.3±2.1) d, t=-2.57, P=0.014]. Conclusion:Under the premise of matured endoscopic operation, preoperative pancreatic duct stent placement through ERCP in the EN of pancreatic tumor adjacent to the MPD can protect the MPD during operation, reduce the occurrence of postoperative grade B/C pancreatic fistula, and shorten the postoperative hospital stay.
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.Multi-section ultrasonic diagnosis and classification of congenital clubfoot
Panpan HE ; Chaohua WANG ; Yingmei DONG ; Po YANG ; Hezhou LI ; Bing XIA ; Quanhua LI ; Yanjia WANG ; Xinghe ZHANG ; Chengxu DU
Chinese Journal of Ultrasonography 2023;32(2):156-160
Objective:To evaluate and analyze the ultrasonic findings of idiopathic clubfoot and positional clubfoot deformities.Methods:Forty-nine newborn babies with congenital clubfoot were examined in the Department of Ultrasound of the Third Affiliated Hospital of Zhengzhou University from December 2020 to January 2022, Including 21 newborn babies(32 feet) with idiopathic clubfoot, and 28 babies(53 feet) with positional clubfoot. Twenty-two normal infants in the same period and the normal feet of the single clubfoot were selected as control group. The distance between medial malleolus and scaphoids of all feet were measured by ultrasound. The distance from the tangent line of the lateral edge of calcaneus to the midpoint of the lateral edge of the chondroid bone, medial soft tissue thickness and tibial calcaneal angle were measured by ultrasound. The data of idiopathic clubfoot group, positional clubfoot group and control group were statistically analyzed.Results:A total of 71 newborn babies with 142 feet were evaluated.The idiopathic clubfoot group had born and joint changes in the medial, lateral and posterior side, and the differences were statistically significant compared with the control group (all P<0.05). Compared with the control group, there were statistically significant differences in the medial and lateral side of the positional group(all P<0.05). But no significant changes in the posterior side( P>0.05). There were significant differences between medial and posterior side of idiopathic and positional clubfoot group (all P<0.05), but no significant differences in lateral side ( P>0.05). Conclusions:Ultrasonography can clearly display the tarsus bones in clubfoot, and observe the deformity changes of the idiopathic clubfoot and positional clubfoot.
10.Clinical analysis of intraabdominal unicentric Castleman disease:report of 8 cases
Xinda YANG ; Dongrui LI ; Chengxu DU ; Tengfei ZHANG ; Zhao LI ; Mohan LI ; Haitao LYU
Chinese Journal of General Surgery 2023;38(7):526-529
Objective:To summarize the clinical characteristics of patients with unicentric Castleman disease(UCD).Method:The clinical data of 8 abdominal UCD patients who received surgical resection at the Second Hospital of Hebei Medical University from Oct 2019 to Oct 2022 were analyzed, and the imaging characteristics, pathological types and prognosis were summarized.Result:There were 2 males and 6 females. The average age of patients was (33.0±13.7) years old, and their BMI was (23.2±4.5) kg/m 2. The median maximum diameter of the tumor was 4.5 (3.0-4.9) cm. The average postoperative hospital stay was 6.5 (3.3-12.0) days. One was lost during follow up, there was no recurrence or other postoperative complications in the remaining 7 patients. Conclusion:The incidence of unicentric Castleman disease is rare. Complete resection of the tumor is the main treatment for UCD patients, and the prognosis of UCD is good.

Result Analysis
Print
Save
E-mail