1.Rapid identification of morphological abnormalities of microcytic hypochromic erythrocytes and implications for medical selection of flying cadets
Jing LIU ; Li DING ; Yinghong AN ; Mei XUE ; Yuan YU ; Yan HUANG ; Qi QI ; Xuefeng WANG ; Dongrui YU ; Kai LIN
Chinese Journal of Aerospace Medicine 2025;36(2):107-112
Objective:To quickly identify the causes of morphological abnormalities of microcytic hypochromic erythrocytes that are detected during health checkups for recruitment of flying cadets, and to explore its role in medical selection.Methods:Students with hemoglobin (Hb)≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes detected during the 2023 medical selection of flying cadets by Guangzhou Selection Center were selected. Their medical history was collected, and iron metabolism, Hb electrophoresis and hemoglobin H (HbH) inclusion bodies were examined to screen for thalassemia and iron deficiency. The diagnosis of thalassemia was confirmed by thalassemia gene testing. Those with iron deficiency received iron supplementation therapy and the recovery of Hb was observed.Results:Ninety-one students were diagnosed with Hb≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes, accounting for 4.35% of the total. Among these cases, 85 with abnormal Hb electrophoresis and/or positive HbH inclusion body detection were confirmed as thalassemia minor via thalassemia genetic testing, and 3 cases with normal iron metabolism, Hb electrophoresis, and negative HbH inclusion body detection. A total of 88 cases of thalassemia minor were diagnosed, accounting for 96.70% of the total. Among them, 2 cases were complicated with iron deficiency while 3 were diagnosed with iron deficiency erythropoiesis. Out of the 91 students with Hb≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes, 9 were recruited, including 7 cases with thalassemia minor (Hb≥130 g/L), 1 case with thalassemia minor combined with iron deficiency erythropoiesis (Hb≥130 g/L after iron supplementation), and 1 case with iron deficiency erythropoiesis (Hb≥130 g/L after iron supplementation). Among the 9 recruits, 8 were followed up for over one year and the results of their military physical fitness tests all reached or exceeded the standards, but the remaining one dropped out and lost contact.Conclusions:Among physical examinees during medical selection of flying cadets in South China, thalassemia is the leading cause of morphological abnormalities of microcytic hypochromic erythrocytes. Results of iron metabolism, Hb electrophoresis, and HbH inclusion body detection can help identify thalassemia and iron deficiency quickly. Cases of morphological abnormalities of microcytic hypochromic erythrocytes caused by iron deficiency can be considered eligible for selection after Hb levels return to normal following iron supplementation therapy. Students who are diagnosed with thalassemia with Hb<130 g/L can be determined as ineligible. Such rapid identification can facilitate the medical selection of the above 2 types of students.
2.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.
3.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.
4.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.
5.Rapid identification of morphological abnormalities of microcytic hypochromic erythrocytes and implications for medical selection of flying cadets
Jing LIU ; Li DING ; Yinghong AN ; Mei XUE ; Yuan YU ; Yan HUANG ; Qi QI ; Xuefeng WANG ; Dongrui YU ; Kai LIN
Chinese Journal of Aerospace Medicine 2025;36(2):107-112
Objective:To quickly identify the causes of morphological abnormalities of microcytic hypochromic erythrocytes that are detected during health checkups for recruitment of flying cadets, and to explore its role in medical selection.Methods:Students with hemoglobin (Hb)≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes detected during the 2023 medical selection of flying cadets by Guangzhou Selection Center were selected. Their medical history was collected, and iron metabolism, Hb electrophoresis and hemoglobin H (HbH) inclusion bodies were examined to screen for thalassemia and iron deficiency. The diagnosis of thalassemia was confirmed by thalassemia gene testing. Those with iron deficiency received iron supplementation therapy and the recovery of Hb was observed.Results:Ninety-one students were diagnosed with Hb≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes, accounting for 4.35% of the total. Among these cases, 85 with abnormal Hb electrophoresis and/or positive HbH inclusion body detection were confirmed as thalassemia minor via thalassemia genetic testing, and 3 cases with normal iron metabolism, Hb electrophoresis, and negative HbH inclusion body detection. A total of 88 cases of thalassemia minor were diagnosed, accounting for 96.70% of the total. Among them, 2 cases were complicated with iron deficiency while 3 were diagnosed with iron deficiency erythropoiesis. Out of the 91 students with Hb≥110 g/L and morphological abnormalities of microcytic hypochromic erythrocytes, 9 were recruited, including 7 cases with thalassemia minor (Hb≥130 g/L), 1 case with thalassemia minor combined with iron deficiency erythropoiesis (Hb≥130 g/L after iron supplementation), and 1 case with iron deficiency erythropoiesis (Hb≥130 g/L after iron supplementation). Among the 9 recruits, 8 were followed up for over one year and the results of their military physical fitness tests all reached or exceeded the standards, but the remaining one dropped out and lost contact.Conclusions:Among physical examinees during medical selection of flying cadets in South China, thalassemia is the leading cause of morphological abnormalities of microcytic hypochromic erythrocytes. Results of iron metabolism, Hb electrophoresis, and HbH inclusion body detection can help identify thalassemia and iron deficiency quickly. Cases of morphological abnormalities of microcytic hypochromic erythrocytes caused by iron deficiency can be considered eligible for selection after Hb levels return to normal following iron supplementation therapy. Students who are diagnosed with thalassemia with Hb<130 g/L can be determined as ineligible. Such rapid identification can facilitate the medical selection of the above 2 types of students.
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.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.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.

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