1.New insights into translational research in Alzheimer's disease guided by artificial intelligence, computational and systems biology.
Shulan JIANG ; Zixi TIAN ; Yuchen YANG ; Xiang LI ; Feiyan ZHOU ; Jianhua CHENG ; Jihui LYU ; Tingting GAO ; Ping ZHANG ; Hongbin HAN ; Zhiqian TONG
Acta Pharmaceutica Sinica B 2025;15(10):5099-5126
Alzheimer's disease (AD) is characterized by cognitive and functional deterioration, with pathological features such as amyloid-beta (Aβ) aggregates in the extracellular spaces of parenchymal neurons and intracellular neurofibrillary tangles formed by the hyperphosphorylation of tau protein. Despite a thorough investigation, current treatments targeting the reduction of Aβ production, promotion of its clearance, and inhibition of tau protein phosphorylation and aggregation have not met clinical expectations, posing a substantial obstacle in the development of drugs for AD. Recently, artificial intelligence (AI), computational biology (CB), and systems biology (SB) have emerged as promising methodologies in AD research. Their capacity to analyze extensive and varied datasets facilitates the identification of intricate patterns, thereby enriching our comprehension of AD pathology. This paper provides a comprehensive examination of the utilization of AI, CB, and SB in the diagnosis of AD, including the use of imaging omics for early detection, drug discovery methods such as lecanemab, and complementary therapies like phototherapy. This review offers novel perspectives and potential avenues for further research in the realm of translational AD studies.
2.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.
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.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
6.Efficacy of Guanxinning Tablets as an adjunctive treatment for coronary heart disease complicated by insomnia in older adult patients
Na HUANG ; Xiongsheng LYU ; Jianhua MEI
Chinese Journal of Primary Medicine and Pharmacy 2025;32(2):172-176
Objective:To investigate the efficacy of Guanxinning Tablets as an adjunctive treatment for coronary heart disease complicated by insomnia in older adult patients. Methods:A total of 80 patients with coronary heart disease complicated by insomnia, admitted to The Second People's Hospital of Lishui between December 2021 and December 2023, were selected for this study. A randomized, controlled trial design was used, with patients randomly assigned to either the control group or the observation group ( n = 40/group). The control group received conventional treatment along with basic sleep-promoting interventions, while the observation group received Guanxinning Tablets in addition to the treatment provided to the control group. The treatment duration for both groups was 8 weeks. The therapeutic effects, frequency and duration of angina attacks, Pittsburgh Sleep Quality Index score, Seattle Angina Questionnaire score, serum levels of interleukin-6, tumor necrosis factor-alpha, vascular endothelial growth factor, and the incidence of adverse reactions were compared between the two groups. Results:The clinical efficacy of the observation group was significantly better than that of the control group ( Z = 2.07, P < 0.05). After treatment, the frequency and duration of angina attacks in the observation group were (1.02 ± 0.31) times/d and (1.35 ± 0.27) min, both of which were significantly lower and shorter than those in the control group [(1.54 ± 0.40) times/d, (1.71 ± 0.36) min, t = -6.50, -5.06, both P < 0.05]. The Pittsburgh Sleep Quality Index score in the observation group was (5.93 ± 1.28), which was significantly lower than that in the control group [(7.33 ± 2.05), t = -3.66, P < 0.05]. The Seattle Angina Questionnaire scores for all dimensions in the observation group were higher than those in the control group ( t = 2.81, 2.30, 2.97, 4.76, 4.24, all P < 0.05). The levels of interleukin-6 and tumor necrosis factor-alpha in the observation group were (13.48 ± 3.60) mg/L and (15.53 ± 3.83) μg/L, respectively, both of which were significantly lower than those in the control group [(16.26 ± 4.51) mg/L, (20.38 ± 3.92) μg/L, t = -3.05, -5.60, both P < 0.05]. The vascular endothelial growth factor level in the observation group was (128.26 ± 16.67) ng/L, which was significantly higher than that in the control group [(105.78 ± 14.35) ng/L, t = 6.46, P < 0.05]. There was no significant difference in the incidence of adverse reactions between the two groups ( P > 0.05). Conclusions:Guanxinning Tablets, as an adjunctive treatment for coronary heart disease complicated by insomnia, can significantly improve outcomes in older adults by alleviating angina symptoms, enhancing sleep quality, and reducing inflammatory responses, without increasing the incidence of drug-related adverse reactions.
7.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.
8.Efficacy of Guanxinning Tablets as an adjunctive treatment for coronary heart disease complicated by insomnia in older adult patients
Na HUANG ; Xiongsheng LYU ; Jianhua MEI
Chinese Journal of Primary Medicine and Pharmacy 2025;32(2):172-176
Objective:To investigate the efficacy of Guanxinning Tablets as an adjunctive treatment for coronary heart disease complicated by insomnia in older adult patients. Methods:A total of 80 patients with coronary heart disease complicated by insomnia, admitted to The Second People's Hospital of Lishui between December 2021 and December 2023, were selected for this study. A randomized, controlled trial design was used, with patients randomly assigned to either the control group or the observation group ( n = 40/group). The control group received conventional treatment along with basic sleep-promoting interventions, while the observation group received Guanxinning Tablets in addition to the treatment provided to the control group. The treatment duration for both groups was 8 weeks. The therapeutic effects, frequency and duration of angina attacks, Pittsburgh Sleep Quality Index score, Seattle Angina Questionnaire score, serum levels of interleukin-6, tumor necrosis factor-alpha, vascular endothelial growth factor, and the incidence of adverse reactions were compared between the two groups. Results:The clinical efficacy of the observation group was significantly better than that of the control group ( Z = 2.07, P < 0.05). After treatment, the frequency and duration of angina attacks in the observation group were (1.02 ± 0.31) times/d and (1.35 ± 0.27) min, both of which were significantly lower and shorter than those in the control group [(1.54 ± 0.40) times/d, (1.71 ± 0.36) min, t = -6.50, -5.06, both P < 0.05]. The Pittsburgh Sleep Quality Index score in the observation group was (5.93 ± 1.28), which was significantly lower than that in the control group [(7.33 ± 2.05), t = -3.66, P < 0.05]. The Seattle Angina Questionnaire scores for all dimensions in the observation group were higher than those in the control group ( t = 2.81, 2.30, 2.97, 4.76, 4.24, all P < 0.05). The levels of interleukin-6 and tumor necrosis factor-alpha in the observation group were (13.48 ± 3.60) mg/L and (15.53 ± 3.83) μg/L, respectively, both of which were significantly lower than those in the control group [(16.26 ± 4.51) mg/L, (20.38 ± 3.92) μg/L, t = -3.05, -5.60, both P < 0.05]. The vascular endothelial growth factor level in the observation group was (128.26 ± 16.67) ng/L, which was significantly higher than that in the control group [(105.78 ± 14.35) ng/L, t = 6.46, P < 0.05]. There was no significant difference in the incidence of adverse reactions between the two groups ( P > 0.05). Conclusions:Guanxinning Tablets, as an adjunctive treatment for coronary heart disease complicated by insomnia, can significantly improve outcomes in older adults by alleviating angina symptoms, enhancing sleep quality, and reducing inflammatory responses, without increasing the incidence of drug-related adverse reactions.
9.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
10.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.

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