1.Predictive model for severe adverse reaction associated with bevacizumab based on the global trigger tool and machine learning
Yongfei FU ; Xin LONG ; Hongzhen XU ; Jian TANG ; Xiangqing LI ; Yucheng LONG ; Dong QIN
China Pharmacy 2026;37(4):497-503
OBJECTIVE To confirm trigger items for adverse drug reaction (ADR) induced by bevacizumab, to identify and analyze the occurrence of related ADR, and to establish a predictive model for severe adverse reaction (SAR) caused by this drug. METHODS Based on the global trigger tool (GTT) theory, and referencing the GTT White Paper, drug package inserts and relevant literature, trigger items for bevacizumab-related ADR were confirmed using a single-round Delphi method. Utilizing these established items, electronic medical records of relevant patients at Guilin People’s Hospital from January 2020 to September 2024 were actively screened via the China Hospital Pharmacovigilance System. Pharmacists then identified and tallied the occurrence of bevacizumab-induced ADR. Data from patients with any positive trigger item served as the study subjects (divided into training and test sets at a ratio of 7∶3), candidate feature variables were selected from 39 related variables using the Boruta algorithm, and the multivariable Logistic regression analysis was performed with the occurrence of SAR as the dependent variable. Based on these candidate features, Logistic Regression, Extreme Gradient Boosting, Light Gradient Boosting Machine, Random Forest, and Categorical Boosting models were constructed. Model performance was evaluated using metrics including the area under the curve (AUC) of receiver operating characteristic curve and recall rate. The Shapley Additive exPlanations (SHAP) method was applied to analyze and interpret the contribution of each variable. A nomogram was constructed based on the optimal model. RESULTS A total of 38 trigger items for active monitoring of bevacizumab-related ADR were determined, comprising 17 laboratory indicators, 13 clinical manifestations, and 8 intervention measures. In total, 483 patients with positive trigger items were included, and 318 patients with bevacizumab-induced ADR were identified, including 83 SARs. The positive predictive values for the trigger items and cases were 43.57% (708/1 625) and 63.84% (318/483), respectively. Bevacizumab-induced ADR involved 7 systems/organs, with the hematological system being the most frequently involved (64.15%). The Boruta algorithm selected 7 vari ables: serum potassium, hematocrit, albumin-to-globulin ratio, prealbumin, hypertension history, age and red blood cell count. Multivariable Logistic regression showed that elevated serum potassium levels were associated with a decreased risk of bevacizumab-induced SAR (OR=0.234, P =0.002), while a history of hypertension (OR=2.642, P =0.006) and increased age (OR=1.040, P =0.025) were associated with an increased risk. The Logistic Regression model demonstrated superior performance with higher AUC, F1 score and recall rate (0.761, 0.447, 0.607), compared to other models. SHAP evaluation results indicated that variables such as serum potassium, hematocrit, and age ranked highest in importance. CONCLUSIONS Totally 38 trigger entries have been successfully identified for active screening of bevacizumab-related ADR. Elevated serum potassium levels are a protective factor against bevacizumab-induced SAR, whereas the hypertension history and increased age are risk factors. The Logistic Regression model is the optimal predictive model.
2.Technological development frontier and future trend of cardiovascular surgery
Xiaoke SHANG ; Changdong ZHANG ; Yucheng ZHONG ; Nianguo DONG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):41-53
In recent years, the field of cardiovascular surgery has undergone revolutionary changes and made rapid progress in various aspects, bringing more hope and possibilities for the health and well-being of patients. The constant emergence of new technologies brings new opportunities and hope, as well as constant challenges to past concepts. This article aims to provide a comprehensive overview of the latest developments in cardiovascular surgery in recent years, especially since 2023. It introduces cutting-edge knowledge and technologies in the field of cardiovascular surgery, including lifelong management of aortic valve disease, artificial valves, mitral valves, treatment options for hypertrophic obstructive cardiomyopathy, heart transplantation, left ventricular assist, coronary artery surgery, cardiac structural interventions for chronic heart failure, aortic dissection, and comprehensive surgical treatment of atrial fibrillation. It also analyzes and explores future development directions in depth, aiming to provide useful references and inspiration for cardiovascular doctors and jointly promote the continuous progress of cardiovascular surgery in China.
3.2024 annual report of interventional treatment for congenital heart disease
Changdong ZHANG ; Yucheng ZHONG ; Geng LI ; Jun TIAN ; Gejun ZHANG ; Nianguo DONG ; Yuan FENG ; Daxin ZHOU ; Yongjian WU ; Lianglong CHEN ; Xiaoke SHANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(07):909-918
In recent years, with the continuous development and increasing maturity of interventional techniques, interventional treatment for congenital heart disease (CHD) has been progressively disseminated to county- and city-level hospitals in China. Concurrently, the standardized management of adult CHD (particularly patent foramen ovale) and the lifelong management of complex CHD are gaining increasing clinical attention, while the emergence of new techniques and products continuously advances the discipline. This article aims to review the new progress made in the field of interventional treatment for congenital heart disease in China during 2024. It specifically reviews and analyzes the following key aspects: (1) annual statistics on interventional closure procedures for CHD; (2) recent insights into patent foramen ovale closure; (3) advances in transcatheter pulmonary valve replacement; (4) interventional treatment and lifelong management strategies for complex CHD; (5) new interventional techniques for acquired heart disease; and (6) the application of artificial intelligence in CHD management. Through the synthesis and discussion of these topics, this article seeks to provide a detailed analysis of the current landscape of interventional treatment for CHD in China and project its future development trends.
4.Effectiveness of three-dimensional printing-assisted vascularized fibular graft for repairing metatarsal defects.
Rong ZHOU ; Jihui JU ; Liang YANG ; Liping GUO ; Yucheng LIU ; Chao GENG ; Zhongzheng LIU ; Zefeng NIU ; Shuai DONG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(11):1447-1451
OBJECITVE:
To investigate the effectiveness of three-dimensional (3D) printing-assisted vascularized fibular graft for repairing metatarsal defects.
METHODS:
Between November 2021 and February 2024, 11 patients with varying degrees of metatarsal defects caused by trauma were treated. There were 10 males and 1 female, aged 22-67 years, with a mean age of 51.2 years. The defect locations were as follows: the first metatarsal in 4 cases, the fifth metatarsal in 2 cases, the first and the second metatarsals in 1 case, the first to third metatarsals in 1 case, the third and the fourth metatarsals in 1 case, the third to fifth metatarsals in 1 case, and the first to fifth metatarsals in 1 case. The preoperative American Orthopaedic Foot & Ankle Society (AOFAS) score was 67.0 (48.5, 72.5). Based on 3D-printed bilateral feet models and mirrored healthy-side foot arch angles for preoperative planning and design, the vascularized fibular graft was performed to repair the metatarsal defects. At last follow-up, the medial and lateral longitudinal arches of bilateral feet were measured on weight-bearing X-ray films, and functional assessment was conducted using the AOFAS score.
RESULTS:
All operations were successfully completed, with an operation time ranging from 180 to 465 minutes (mean, 246.8 minutes). All incisions healed by first intention, with no occurrence of osteomyelitis. All patients were followed up 6-22 months (mean, 10 months). X-ray film reviews showed bone graft healing in all cases, with a healing time of 3-6 months (mean, 5 months). All patients underwent internal fixator removal at 6-12 months after operation. At last follow-up, no significant difference was observed in the medial and lateral longitudinal arches between the healthy and affected feet ( P>0.05). The AOFAS score of the affected foot was 78.0 (73.5, 84.0), showing a significant improvement compared to the preoperative score ( P<0.05). The effectiveness was rated as excellent in 1 case, good in 7 cases, fair in 2 cases, and poor in 1 case. Linear scarring remained at the donor site, with no functional impairment in adjacent joint movement.
CONCLUSION
3D printing-assisted vascularized fibular graft for repairing metatarsal defects can effectively restore the physiological angle of the foot arch, facilitate the recovery of weight-bearing alignment, promote good bone healing, and yield satisfactory clinical outcomes.
Humans
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Printing, Three-Dimensional
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Middle Aged
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Male
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Fibula/blood supply*
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Female
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Metatarsal Bones/injuries*
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Adult
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Bone Transplantation/methods*
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Aged
;
Plastic Surgery Procedures/methods*
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Young Adult
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Treatment Outcome
5.Digital Intelligence Drives the High-Quality Development of the Healthcare Service System:Development Mechanisms and Implementation Pathway
Jie PAN ; Tianfeng ZHANG ; Yumeng ZHANG ; Xiaojun LIN ; Weiwei LI ; Chao SONG ; Hongyu LAI ; Xiang YAN ; Xiuli WANG ; Xing QU ; Zijian DENG ; Xin CHEN ; Liming QUAN ; Qijun ZHAO ; Yucheng DONG ; Wei ZHANG ; Kui WU ; Xuefeng TANG
Journal of Sichuan University (Medical Sciences) 2024;55(5):1055-1062
The rapid development of digital intelligence technologies is providing a powerful boost to the high-quality development of the healthcare system.Considering the current state of our healthcare services and guided by General Secretary Xi Jinping's insights on new quality productive forces and the directives from Third Plenary Session of Communist Party of China's 20th Central Committee,the high-quality development of the healthcare service system should focus on digital intelligence technologies such as cloud computing,big data,privacy computing,blockchain,Internet of Things(IoT),mobile computing,and AI.The key measures should include the optimization of production factors,services,and governance.Emphasis should be placed on enhancing the efficient and intensive development of the development model,ensuring the high-quality and continuous integration of the supply model,and transitioning to scientific and modern management methods.Herein,we analyzed the"factor optimization—service optimization—governance optimization"development mechanism driven by digital intelligence and proposed corresponding implementation pathways,intending to provide references for establishing a high-quality and efficient healthcare service system with Chinese characteristics.
6.Three-scene medication process simulation and its application in teaching of nursing pharmacology
Rui JU ; Yucheng WANG ; Lei ZHU ; Xiaoli YU ; Yan DONG ; Lei GUO
Basic & Clinical Medicine 2023;43(12):1905-1910
Objective To explore the effectiveness of a refined three-scene medication simulation teaching in nurs-ing pharmacology course for nursing undergraduates.Methods Undergraduates of four-year curriculum in School of Nursing,Peking Union Medical College enrolled in 2020 and 2021 were selected as objects in control group and ex-perimental group,respectively.Students in control group learned medication knowledge in a patient case simulation scene,while a refined three-scene medication process(before,during and after medication)simulation was applied in experimental group.The learning outcome was evaluated in forms of both test of key knowledge points and a questionnaire survey at the end of the semester.Results The scores of nursing pharmacology in experimental group were significantly higher than in control group(P<0.001).The rates of right answer for knowledge associated with the refined class in experimental group were also significantly higher than in control group(P<0.001).However,for knowledge that has not been adjusted for instructional design,there is no significant difference in answer accura-cy between two groups.The survey by questionnaire showed that the students believed the three-scene medication simulation as good learning method and may support to strengthen professional quality of clinical performance.Conclusions Compared with the unrefined simulation class,the three-scene(before,during and after medication)class further simulated the real work flow,connected the knowledge points more reasonably,and enhanced the knowledge mastery and professional responsibility awareness.
7.Portal vein aneurysm after liver transplantation: report of two cases and literature review
Hongqiang ZHAO ; Cao’er DONG ; Yucheng HOU ; Guangdong WU ; Xuan TONG ; Ang LI ; Lihan YU ; Qian LU ; Guangxun XU ; Hong CHEN ; Rui TANG
Organ Transplantation 2023;14(5):708-713
Objective To summarize the diagnosis and treatment experience of portal vein aneurysm after liver transplantation. Methods Clinical data of two recipients with portal vein aneurysm after liver transplantation were retrospectively analyzed. Clinical features, diagnosis, treatment and prognosis were summarized based on literature review. Results Both two cases were diagnosed with intrahepatic portal vein aneurysm complicated with portal vein thrombosis and portal hypertension after liver transplantation. Case 1 was given with targeted conservative treatment and he refused to undergo liver retransplantation. Physical condition was worsened after discharge, and the patient eventually died from liver graft failure, kidney failure, lung infection, and septic shock. Case 2 received high-dose glucocorticoid pulse therapy, whereas liver function was not improved, and the patient was recovered successfully after secondary liver transplantation. Conclusions Long-term complication of portal vein aneurysm (especially intrahepatic type) after liver transplantation probably indicates poor prognosis. Correct understanding, intimate follow-up and active treatment should be conducted. Liver retransplantation may be a potential treatment regimen.
8.Short-term clinical and echocardiographic outcomes of the novel domestic transcatheter edge-to-edge repair Neonova? system in patients with mitral regurgitation
Yun YANG ; He LI ; Wenqian WU ; Xiaoke SHANG ; Shu CHEN ; Yucheng ZHONG ; Manwei LIU ; Lin HE ; Zhenxing SUN ; Ziming ZHANG ; Yi ZHOU ; Xin ZHANG ; Nianguo DONG ; Lingyun FANG ; Mingxing XIE
Chinese Journal of Ultrasonography 2023;32(1):51-59
Objective:To investigate short-term safety, efficacy and the learning curve of this self-developed novel transcatheter valve repair system (Neonova?) in patients with mitral regurgitation, and explore the role of perioperative echocardiography.Methods:Ten patients who visited the Union Hospital of Tongji Medical College, Huazhong University of Science and Technology from June 2021 to March 2022 and met the inclusive criteria were prospectively enrolled. All the patients were at high risk of surgery with moderate to severe or severe mitral regurgitation (MR). Clamps of Neonova? were implanted under guidance of transesophageal echocardiography and digital subtraction angiography. Clinical outcomes, echocardiography indexes and learning curves of this technique were evaluated immediately after intervention, 7 d, 1 month and 3 months post-intervention.Results:The technical success rate was 100% with MR relieved in all patients immediately after intervention. The device and procedural success rates were both 90.0% with 1 patient received surgical replacement at 37 days post-intervention while the others′ reduced to mild (8/9) and moderate (1/9) MR. New York Heart Association class and the Kansas City Cardiomyopathy Questionnaire improved significantly (all P<0.001). Mean mitral valve pressure gradient didn′t increase significantly after intervention when compared with that before intervention( P=0.324), and no mitral stenosis was observed. Left ventricular end-diastolic diameter decreased significantly ( P=0.008) during follow up.Procedure duration ranged from 60 to 300 (175.8±75.2)minutes. The simple linear regression model between procedure volume and duration showed that procedure duration decreased significantly with the increase of procedure volume ( F=15.857, P=0.004). Conclusions:Neonova? implantation can improve MR severity and clinical symptoms safely and effectively. Transthoracic echocardiography and transesophageal echocardiography are essential for perioperative management of transcatheter mitral valve repair.
9.Research advances in immune checkpoint inhibitor-related cholangitis
Yucheng HOU ; Hongqiang ZHAO ; Caoer DONG ; Guangdong WU ; Xuan TONG ; Ang LI ; Qian LU ; Hong CHEN ; Rui TANG
Journal of Clinical Hepatology 2023;39(2):463-468
Immune checkpoint inhibitors (ICIs) have ushered in a new era of tumor treatment; however, immunotherapy-related adverse events are critical issues that restrict the clinical application of ICIs and have attracted wide attention. The liver is one of the target organs that is easily affected. With the progress in research, scholars have found that besides hepatocytes, intrahepatic and extrahepatic bile ducts can also be attacked by the immune system, leading to the disease known as immune-related cholangitis. This article reviews the research advances in ICI-related cholangitis by summarizing related articles, in order to preliminarily reveal its clinical, pathological, and imaging features and provide clues for early identification, standard treatment, and subsequent research.
10.A case of male accessory nipples in the chest wall
Xianyu ZHOU ; Yamin RAO ; Xue DONG ; Yucheng QIU ; Jun YANG ; Fei LIU ; Qun YANG
Chinese Journal of Plastic Surgery 2022;38(6):657-660
Male accessory nipple is a special manifestation of accessory breast with or without presenting areola and mammary tissues. It has been recognized as a rare disease with a low prevalence. Male accessory nipples might result in embarrassing circumstances, psychological concerns, and even potential malignancy. The present study reports a case of male accessory nipples in chest wall and was treated with radical surgical resection in outpatient center at the Ninth People’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine in November 2019. Pathology revealed pilosebaceous units in lesions without mammary tissue. 13 months after surgery, surgical areas were observed minimal cicatrix with slight pigmentation. No relapse was filed. Patient was satisfied with the cosmetic result.

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