1.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.
2.Combining radiomics and deep learning to predict overall survival in non-small cell lung cancer patients
Yongxin LIU ; Qiusheng WANG ; Huayong JIANG ; Na LU ; Diandian CHEN ; Yanjun YU ; Yanxiang GAO ; Huijuan ZHANG ; Minmin DENG ; Yinglun SUN ; Fuli ZHANG
Chinese Journal of Medical Physics 2025;42(11):1462-1468
Objective To develop a combined model integrating radiomics and 3D deep learning features for improving the predictive efficacy of overall survival in non-small cell lung cancer(NSCLC)patients undergoing radiotherapy,thereby providing a foundation for optimizing individualized radiotherapy strategies.Methods A retrospective analysis was conducted on 522 NSCLC patients from 3 centers.Radiomics features were extracted from the tumor region of interest on radiotherapy planning CT scans,and a 3D-SE-ResNet was constructed to extract deep learning features.Following feature extraction,features were selected via univariate Cox analysis and Lasso-Cox regression,and a combined model was established by fusing the two feature types through principal component analysis.The discriminative ability of the model was evaluated using the concordance index(C-index)and the area under the receiver operating characteristic curve(AUC),while the risk stratification efficacy was verified by Kaplan-Meier survival analysis.Results The predictive performance of deep learning features was significantly superior to that of radiomics features(C-index:0.73 vs 0.65).The combined model achieved the highest predictive performance in the training set,internal test set,and external test set(C-index:0.74,0.69,0.72 respectively),with higher AUC values for predicting 1-year,2-year,and 3-year OS than either single model.Kaplan-Meier analysis showed significant differences in survival between the high-and low-risk groups(Log-rank test,P<0.001),and calibration curves indicated good consistency between predicted and actual survival outcomes.Conclusion The combined model integrating radiomics and 3D deep learning features can accurately predict survival outcomes in NSCLC patients undergoing radiotherapy.The multi-center validation results support its potential application in prognosis stratification for individualized radiotherapy.
3.Combining radiomics and deep learning to predict overall survival in non-small cell lung cancer patients
Yongxin LIU ; Qiusheng WANG ; Huayong JIANG ; Na LU ; Diandian CHEN ; Yanjun YU ; Yanxiang GAO ; Huijuan ZHANG ; Minmin DENG ; Yinglun SUN ; Fuli ZHANG
Chinese Journal of Medical Physics 2025;42(11):1462-1468
Objective To develop a combined model integrating radiomics and 3D deep learning features for improving the predictive efficacy of overall survival in non-small cell lung cancer(NSCLC)patients undergoing radiotherapy,thereby providing a foundation for optimizing individualized radiotherapy strategies.Methods A retrospective analysis was conducted on 522 NSCLC patients from 3 centers.Radiomics features were extracted from the tumor region of interest on radiotherapy planning CT scans,and a 3D-SE-ResNet was constructed to extract deep learning features.Following feature extraction,features were selected via univariate Cox analysis and Lasso-Cox regression,and a combined model was established by fusing the two feature types through principal component analysis.The discriminative ability of the model was evaluated using the concordance index(C-index)and the area under the receiver operating characteristic curve(AUC),while the risk stratification efficacy was verified by Kaplan-Meier survival analysis.Results The predictive performance of deep learning features was significantly superior to that of radiomics features(C-index:0.73 vs 0.65).The combined model achieved the highest predictive performance in the training set,internal test set,and external test set(C-index:0.74,0.69,0.72 respectively),with higher AUC values for predicting 1-year,2-year,and 3-year OS than either single model.Kaplan-Meier analysis showed significant differences in survival between the high-and low-risk groups(Log-rank test,P<0.001),and calibration curves indicated good consistency between predicted and actual survival outcomes.Conclusion The combined model integrating radiomics and 3D deep learning features can accurately predict survival outcomes in NSCLC patients undergoing radiotherapy.The multi-center validation results support its potential application in prognosis stratification for individualized radiotherapy.
4.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.
5.Currentstatus and effect of"communication with intractable high-risk patients"in a tertiary hospital in Guangzhou
Zhongqi LIU ; Cheng QIU ; Zhonghua ZENG ; Ting WU ; Hongzhong HUANG ; Qiusheng LIU ; Dayue LIU
Modern Hospital 2024;24(5):726-728,732
This paper aims to focus on and implement strategies for preventing and resolving medical complaints and dis-putes at their emergence.The hospital promptly compiled a summary of the main problems and concerns reported from patients o-ver the past few years.It combined medical practices with the characteristics of admitted patients with severe diseases,complex treatment plans,and high risks.Since 2020,this hospital has been actively engaging with intractable high-risk patients and de-veloped a scheme that engaging clinical departments,medical management,and dispute management departments together to con-duct preoperative/pre-treatment communication.With a focus on patient management,this hospital upholds the concept of the pa-tient-centered humanistic philosophy in the process of doctor-patient communication to enhance the quality of communication.Consequently,the hospital has benefited from the communication scheme,achieving satisfactory effect in ensuring a solid medical safety and reducing the incidence of medical disputes.
6.Handling health emergency in public hospitals
Zhijun LUO ; Dayue LIU ; Jiang CHEN ; Liangcheng XIAO ; Li'an LI ; Yuyao WANG ; Qingliang ZENG ; Qiusheng LIU
Modern Hospital 2024;24(2):293-296
Public hospitals play a dominant role in providing medical services.Meanwhile,they are also critical for un-dertaking missions to handle health emergencies.This paper analyzes the necessity,current situation,and existing weaknesses of the health emergency capacity of public hospitals.It also conducts a comparative study of the emergency response mechanisms of foreign medical institutions.This paper aims to explore a well-developed design for health emergency in public hospitals that is suitable for China's medical conditions and to provide a feasible model for promoting high-quality health emergency management.
7.Clinical characteristics and management strategies of late bleeding after laparoscopic pancreaticoduodenectomy
Qiusheng LI ; Zejia ZHANG ; Zhongqiang XING ; Wei HE ; Weihong ZHAO ; Pengxiang LIU ; Ruibin LIU ; Jiansheng ZHANG ; Wenyan LU ; Jianhua LIU
Chinese Journal of Hepatobiliary Surgery 2023;29(8):589-593
Objective:To study the clinical characteristics and management strategies of late bleeding after laparoscopic pancreaticoduodenectomy (LPD).Methods:The clinical data of 58 patients with post-pancreaticoduodenectomy hemorrhage (PPH) admitted to the Department of Hepatobiliary Surgery of the Second Hospital of Hebei Medical University from March 2018 to March 2022 were retrospectively analyzed, including 42 males and 16 females, aged (61.88±11.02) years old. According to the occurrence of intra-abdominal erosion factors (e.g., pancreatic fistula, biliary fistula, gastrointestinal anastomotic fistula, intra-abdominal abscess), patients were divided into the erosion group ( n=42) and non-erosion group ( n=16). All patients underwent standard lymphadenectomy. Clinical data including the PPH time-point, occurrence of rebleeding, and treatment outcomes were accessed. The management strategies of PPH in the two groups of patients were analyzed. Results:The PPH time-point in the erosion group and non-erosion patients was 8.00 (5.00, 19.25) d and 21.50 (12.75, 26.75) d, respectively ( P=0.001). PPH can occurred within one month after surgery in both erosion and non-erosion groups. In the erosion group, 31 cases (73.81%, 31/42) were treated by re-operation, two (4.76%, 2/42) by interventional radiology and nine (21.43%, 9/42) with conservative protocol, respectively. In the non-erosion group, five cases (31.25%, 5/16) were treated by re-operation, seven (43.75%, 7/16) by interventional radiology and four (25.00%, 4/16) with conservative protocol, respectively. The incidence of re-bleeding is higher in the erosion group [47.6% (20/42) vs 12.5% (2/16), P<0.05]. Clinical manifestations, sites and severity of bleeding, and treatment outcomes were also different in the erosion and non-erosion groups (all P<0.05). Conclusions:The occurrence of intra-abdominal erosion factors can affect the clinical characteristics and treatment strategy of late bleeding after laparoscopic pancreaticoduodenectomy. Surgery remains the treatment of choice for post-pancreaticoduodenectomy hemorrhage either as an urgent or last resort.
8.Hotspots and difficulties of biliary surgery in older patients.
Zongming ZHANG ; Jiahong DONG ; Fangcai LIN ; Qiusheng WANG ; Zhi XU ; Xiaodong HE ; Shizhong YANG ; Youwei LI ; Limin LIU ; Chong ZHANG ; Zhuo LIU ; Yue ZHAO ; Haiyan YANG ; Shuyou PENG
Chinese Medical Journal 2023;136(9):1037-1046
With the accelerated aging society in China, the incidence of biliary surgical diseases in the elderly has increased significantly. The clinical characteristics of these patients indicate that improving treatment outcomes and realizing healthy aging are worthy of attention. How to effectively improve the treatment effect of geriatric biliary surgical diseases has attracted widespread attention. This paper reviews and comments on the hotspots and difficulties of biliary surgery in older patients from six aspects: (1) higher morbidity associated with an aging society, (2) prevention and control of pre-operative risks, (3) extending the indications of laparoscopic surgery, (4) urgent standardization of minimally invasive surgery, (5) precise technological progress in hepatobiliary surgery, and (6) guarantee of peri-operative safety. It is of great significance to fully understand the focus of controversy, actively make use of its favorable factors, and effectively avoid its unfavorable factors, for further improving the therapeutic effects of geriatric biliary surgical diseases, and thus benefits the vast older patients with biliary surgical diseases. Accordingly, a historical record with the highest age of 93 years for laparoscopic transcystic common bile duct exploration has been created by us recently.
Humans
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Aged
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Aged, 80 and over
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Biliary Tract Surgical Procedures
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Gallstones
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Laparoscopy
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Treatment Outcome
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Aging
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Retrospective Studies
9.Efficacy and safety of Omalizumab for the treatment of pediatric allergic asthma: a retrospective multicenter real-world study in China
Li XIANG ; Baoping XU ; Huijie HUANG ; Mian WEI ; Dehui CHEN ; Yingying ZHAI ; Yingju ZHANG ; Dan LIANG ; Chunhui HE ; Wei HOU ; Yang ZHANG ; Zhimin CHEN ; Jingling LIU ; Changshan LIU ; Xueyan WANG ; Shan HUA ; Ning ZHANG ; Ming LI ; Quan ZHANG ; Leping YE ; Wei DING ; Wei ZHOU ; Ling LIU ; Ling WANG ; Yingyu QUAN ; Yanping CHEN ; Yanni MENG ; Qiusheng GE ; Qi ZHANG ; Jie CHEN ; Guilan WANG ; Dongming HUANG ; Yong YIN ; Mingyu TANG ; Kunling SHEN
Chinese Journal of Applied Clinical Pediatrics 2023;38(1):64-71
Objective:To assess the clinical effectiveness and safety of Omalizumab for treating pediatric allergic asthma in real world in China.Methods:The clinical data of children aged 6 to 11 years with allergic asthma who received Omalizumab treatment in 17 hospitals in China between July 6, 2018 and September 30, 2020 were retrospectively analyzed.Such information as the demographic characteristics, allergic history, family history, total immunoglobulin E (IgE) levels, specific IgE levels, skin prick test, exhaled nitric oxide (FeNO) levels, eosinophil (EOS) counts, and comorbidities at baseline were collected.Descriptive analysis of the Omalizumab treatment mode was made, and the difference in the first dose, injection frequency and course of treatment between the Omalizumab treatment mode and the mode recommended in the instruction was investigated.Global Evaluation of Treatment Effectiveness (GETE) analysis was made after Omalizumab treatment.The moderate-to-severe asthma exacerbation rate, inhaled corticosteroid (ICS) dose, lung functions were compared before and after Omalizumab treatment.Changes in the Childhood Asthma Control Test (C-ACT) and Pediatric Asthma Quality of Life Questionnaire (PAQLQ) results from baseline to 4, 8, 12, 16, 24, and 52 weeks after Omalizumab treatment were studied.The commodity improvement was assessed.The adverse event (AE) and serious adverse event (SAE) were analyzed for the evaluation of Omalizumab treatment safety.The difference in the annual rate of moderate-to-severe asthma exacerbation and ICS reduction was investigated by using t test.The significance level was set to 0.05.Other parameters were all subject to descriptive analysis.A total of 200 allergic asthma patients were enrolled, including 75.5% ( n=151) males and 24.5% ( n=49) females.The patients aged (8.20±1.81) years. Results:The median total IgE level of the 200 patients was 513.5 (24.4-11 600.0) IU/mL.Their median treatment time with Omalizumab was 112 (1-666) days.Their first dose of Omalizumab was 300 (150-600) mg.Of the 200 cases, 114 cases (57.0%) followed the first Omalizumab dosage recommended in the instruction.After 4-6 months of Omalizumab treatment, 88.5% of the patients enrolled ( n=117) responded to Omalizumab.After 4 weeks of treatment with Omalizumab, asthma was well-controlled, with an increased C-ACT score [from (22.70±3.70) points to (18.90±3.74) points at baseline]. Four-six months after Omalizumab administration, the annual rate of moderate-to-severe asthma exacerbation had a reduction of (2.00±5.68) per patient year( t=4.702 5, P<0.001), the median ICS daily dose was lowered [0 (0-240) μg vs. 160 (50-4 000) μg at baseline] ( P<0.001), the PAQLQ score was improved [(154.90±8.57) points vs. (122.80±27.15) points at baseline], and the forced expiratory volume in one second % predicted (FEV 1%pred) was increased [(92.80±10.50)% vs. (89.70±18.17)% at baseline]. In patients with available evaluations for comorbidities, including allergic rhinitis, atopic dermatitis or eczema, urticaria, allergic conjunctivitis and sinusitis, 92.8%-100.0% showed improved symptoms.A total of 124 AE were reported in 58 (29.0%) of the 200 patients, and the annual incidence was 0(0-15.1) per patient year.In 53 patients who suffered AE, 44 patients (83.0%) and 9 patients (17.0%) reported mild and moderate AE, respectively.No severe AE were observed in patients.The annual incidence of SAE was 0(0-1.9) per patient year.Most common drug-related AE were abdominal pain (2 patients, 1.0%) and fever (2 patients, 1.0%). No patient withdrew Omalizumab due to AE. Conclusions:Omalizumab shows good effectiveness and safety for the treatment of asthma in children.It can reduce the moderate-to-severe asthma exacerbation rate, reduce the ICS dose, improve asthma control levels, and improve lung functions and quality of life of patients.
10.Study of the malignant potential of histopathological category B3 and B5a lesions from percutaneous core needle biopsy process under the guidance of ultrasonography
Hui LI ; Chao JIA ; Jing WANG ; Penglin ZOU ; Long LIU ; Gang LI ; Xin LI ; Rong WU ; Lianfang DU ; Qiusheng SHI
Chinese Journal of Ultrasonography 2023;32(12):1076-1082
Objective:To investigate the malignant potential of histopathological class B3 and B5a lesions by ultrasound-guided core needle biopsy (CNB).Methods:Retrospective analysis of the histopathological results of 712 breast lesions that successively underwent CNB process and surgical resection in the Shanghai General Hospital from January 2018 to December 2022, of which 47 lesions were reported as class B3 and 70 lesions as class B5a.Results:CNB identified 47 category B3 lesions, comprising 19 cases of atypical ductal hyperplasia, 17 papillary lesions, 8 phyllodes tumors, and 3 complex sclerosing lesions. Of these cases, surgical pathology was in full agreement with CNB pathology in 27 instances, indicating a concordance rate of 57.4% (27/47) and an inconsistency rate of 42.6% (20/47). Out of the 20 inconsistent cases, 70.0% (14/20) were upgraded based on the findings from the surgical pathology.Specifically, 4 cases of atypical ductal hyperplasia and 2 cases of intraductal papilloma were upgraded to invasive breast cancer (B5b) after surgery. Among the 4 cases with puncture pathology indicating atypical ductal hyperplasia and one complex sclerosing lesion, these five lesions were upgraded to ductal carcinoma in situ (B5a) after surgery. Two puncture pathologies were diagnosed as atypical ductal hyperplasia, and these were upgraded to ductal carcinoma in situ with microinvasion (B5b) after surgery. One puncture pathology indicated a borderline phyllodes tumor, and this was upgraded to malignant phyllodes tumor (B5b) after surgery. And 30.0% (6/20) resulted in downgrade after surgery, specifically 4 cases of atypical ductal hyperplasia, which were downgraded to breast adenopathy (B2). Of these, 1 puncture pathology was identified as atypical ductal hyperplasia and one as a borderline phyllodes tumor, which were both downgraded to fibroadenoma (B2). Seventy lesions were diagnosed as B5a lesions by CNB pathology, with 28 of them showing complete concurrence with the surgical pathology, a concordance rate of 40.0% (28/70), and an inconsistency rate of 60.0% (42/70). Of the 42 cases with discrepancies, all 42 were upgraded, yielding an upgrading rate of 100% (42/42). Of these, 21 were upgraded to ductal carcinoma in situ with microinvasion (B5b) and 21 to invasive breast cancer (B5b).Conclusions:Lesions with CNB pathology in categories B3 and B5a have a high rate of postoperative escalation. B3 and B5a lesions should be treated with considerable care, especially atypical ductal hyperplasia, which should be surgically resected, and CNB examination should be performed twice if necessary.

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