1.Study on the correlation between HLA antibodies and pregnancy-related factors, and the predictive value of a random-forest model among female blood donors in Nanning
Fang LU ; Huihui MO ; Wujin SU ; Zhoulin ZHONG ; Hengcong LI ; Yuchen HUANG ; Yuxi CHEN ; Lilan LI ; Yan ZHOU
Chinese Journal of Blood Transfusion 2026;39(3):367-372
Objective: To explore the association between the HLA antibody positivity rate in female blood donors and pregnancy history, number of pregnancies, interval from the last pregnancy to blood donation, and age, to identify associated variables using a univariate generalized additive model (GAM), and to further analyze the predictive role of characteristic variables for HLA antibody positivity using a random forest model. Methods: HLA antibody detection was performed on 391 female blood donors using the Luminex immunomagnetic bead method. The correlation between pregnancy-related factors and HLA antibodies was analyzed using the Chi-square test. Based on R software, a univariate GAM was first constructed to analyze the association types between characteristic variables and the HLA antibody positivity rate, followed by the construction of a random forest model to evaluate the predictive value of the variables. Results: Among the 391 female blood donors without a transfusion history, the overall HLA antibody positivity rate was 26.34%. The positivity rate in donors with a pregnancy history was significantly higher than that in those without (30.09% vs 9.72%, P<0.05), and HLA antibody positivity rate increased linearly with the number of pregnancies (P<0.05). In the univariate GAM, age and number of deliveries exhibited a non-linear association with the HLA antibody positivity rate (the positivity rate increased sharply between 25-35 years of age and stabilized after 3 deliveries). Besides, the interval from the last pregnancy to blood donation showed a linear association with the HLA antibody positivity rate, and the positivity rate decreased as the interval prolonged (P<0.05). In the random forest model, age (mean decrease gini=29.26) and interval from the last pregnancy to blood donation (mean decrease gini=22.02) were core predictive variables: age was more conducive to identifying positive samples, while the interval from the last pregnancy to blood donation was more helpful for excluding negative samples. The number of deliveries (mean decrease accuracy=16.98) made a significant contribution to predicting positive samples, whereas the number of abortions had no impact. The model had an AUC of 0.583 (95% CI: 0.593 8-0.770 2), indicating a certain predictive value. Conclusion: The associated variables identified by the univariate GAM model, including age, interval from the last pregnancy to blood donation, and number of deliveries, provide a basis for key variables in the random forest model. All three variables have predictive value for HLA antibody positivity, which can provide evidence-based support for personalized transfusion management and stratified screening of female blood donors in this region.
2.Umbrella decision-making model for diagnosis and treatment of elderly lung cancer patients: Construction and practice
Lunxu LIU ; Jian ZHOU ; Xiang DING ; Nan CHEN ; Jianxin XUE ; Xuelei MA ; Ye WANG ; Weiya WANG ; Liqing PENG ; Xin YOU ; Minggang SU ; Xu CHENG ; Jiao WANG ; Ning GE ; Deying KANG ; Yuchen HUANG ; Jinghan WANG ; Yu TONG ; Yaoxi ZHANG ; Jirong YUE ; Hu LIAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(06):833-839
With the accelerating trend of population aging, the number of elderly patients with lung cancer continues to rise, and the disease burden is becoming increasingly heavy. The clinical management of these patients faces severe challenges due to their decreased physiological reserve, complex comorbidities, and significant individual heterogeneity. Consequently, under traditional diagnosis and treatment models, doctors often struggle to identify the individualized risks of elderly patients in a timely and comprehensive manner, which can easily lead to decision biases such as undertreatment or overtreatment. In view of this, this study advocates for the establishment of an umbrella decision-making model specifically tailored for elderly lung cancer patients. Grounded in a multidisciplinary team (MDT) platform, this model deeply integrates oncological indicators with the comprehensive geriatric assessment (CGA) system. By holistically considering multidimensional variables including tumor burden, organ function, frailty index, cognitive status, and social support, the model establishes an operational mechanism characterized by "single entry, precise stratification, and targeted selection". Accordingly, patients can be scientifically triaged into distinct intervention tiers, such as active surveillance, minimally invasive surgery, drug therapy, radiotherapy, and best supportive care, thereby achieving real-time alignment between treatment intensity and patient fitness. This article elaborates on the construction logic and key operational procedures of this novel decision-making framework, aiming to guide clinical practice beyond the limitations of a tumor-centric perspective toward a holistic, dynamic, whole-course management strategy. This transition seeks to ensure optimal quality of life and clinical net benefit for elderly patients alongside survival prolongation.
3.Clinical characteristics,molecular mechanisms,and progress in diagnosis and treatment of mucinous gastric adenocarcinoma
Chinese Journal of General Surgery 2025;34(4):787-795
Mucinous gastric adenocarcinoma(MGC)is a distinct but under-researched subtype of gastric cancer,accounting for approximately 2.2%to 6.8%of all cases.It is characterized by the presence of ≥50%extracellular mucin within the tumor tissue.Although recognized as an independent subtype by international classification standards,significant controversies persist regarding the definition criteria,clinical prognosis,and treatment strategies of MGC.This article systematically reviews the epidemiological features,histological evolution,molecular mechanisms,and imaging characteristics of MGC,with a particular focus on the key issues related to definitional discrepancies,prognostic contradictions,and therapeutic challenges.Addressing these issues may provide references for optimizing clinical diagnosis and treatment,promote the development of individualized therapeutic strategies for MGC,and offer theoretical support for reducing global disparities in gastric cancer management.
4.Clinical characteristics,molecular mechanisms,and progress in diagnosis and treatment of mucinous gastric adenocarcinoma
Chinese Journal of General Surgery 2025;34(4):787-795
Mucinous gastric adenocarcinoma(MGC)is a distinct but under-researched subtype of gastric cancer,accounting for approximately 2.2%to 6.8%of all cases.It is characterized by the presence of ≥50%extracellular mucin within the tumor tissue.Although recognized as an independent subtype by international classification standards,significant controversies persist regarding the definition criteria,clinical prognosis,and treatment strategies of MGC.This article systematically reviews the epidemiological features,histological evolution,molecular mechanisms,and imaging characteristics of MGC,with a particular focus on the key issues related to definitional discrepancies,prognostic contradictions,and therapeutic challenges.Addressing these issues may provide references for optimizing clinical diagnosis and treatment,promote the development of individualized therapeutic strategies for MGC,and offer theoretical support for reducing global disparities in gastric cancer management.
5.Relationship between physical activity and sarcopenia among elderly people in ten provinces (autonomous regions) of China, 2022—2023
Yuchen WANG ; Huijun WANG ; Yuna HE ; Chang SU ; Jiguo ZHANG ; Wenwen DU ; Xiaofang JIA ; Feifei HUANG ; Li LI ; Jing BAI ; Yanli WEI ; Xiaofan ZHANG ; Fangxu GUAN ; Yifei OUYANG
Journal of Environmental and Occupational Medicine 2025;42(6):661-667
Background The decline of physical activity in the elderly due to aging may increase the risk of sarcopenia. Currently, there is a lack of evidence from large natural populations on the relationship between PA and sarcopenia. Objective To explore the relationship between PA and sarcopenia in the elderly aged 60 years and above in 10 provinces (autonomous regions) of China. Methods Data were retrieved from the 2022—2023 round of the China Development and Nutrition Health Impact Cohort. Personal basic information and PA data were collected by questionnaire survey. Skeletal muscle mass was measured by bio-electrical impedance analysis, muscle strength was measured using a grip dynamometer, and physical performance was reflected by 6-meter walk speed. The Asian Working Group for Sarcopenia (AWGS) 2019 criteria were used to diagnose sarcopenia. Light physical activity (LPA) duration, moderate-to-vigorous physical activity (MVPA) duration, and total physical activity volume were calculated. A total of
6.Research progress on impact of micro/nanoplastics exposure on reproductive health
Yan HUANG ; Yuanyuan HUANG ; Yanxi ZHUO ; Yiqin LIN ; Qipeng LI ; Xiaofeng ZHENG ; Wenxiang WANG ; Yuchen LI ; Wenya SHAO ; Henggui CHEN
Journal of Environmental and Occupational Medicine 2025;42(4):490-496
Micro/nanoplastics (MNPs), recognized as emerging environmental pollutants, are widely distributed in natural environments. Due to their small particle size and significant migratory capacity, MNPs can infiltrate diverse environmental matrices, then invade and accumulate in the organism via the skin, respiration, and digestion. Recently, concerns have grown over the detrimental effects and potential toxicity of MNPs on reproductive health. This review summarized published epidemiological and toxicological studies related to MNPs exposure and their effects on reproductive health. Firstly, this review critically examined the current landscape of epidemiological evidence and found that MNPs (e.g., polystyrene, polypropylene, polyvinyl chloride, polyethylene, etc.) are present in various biological specimens from both males and females, and their presence may be associated with an increased risk of reproductive disorders. Secondly, extensive toxicological studies revealed that MNPs exposure induces reproductive health damage through mechanisms such as disrupting the microstructure of reproductive organs and altering molecular-level expressions. Oxidative stress, inflammatory responses, and apoptosis are identified as potential links between MNPs exposure and reproductive damage. Finally, this review addressed the prevalent shortcomings in existing studies and proposed future directions to tackle the challenges posed by MNPs-induced reproductive harm. These insights aim to inform strategies for safeguarding public reproductive health and ecological security, providing a scientific foundation for mitigating risks associated with MNPs pollution.
7.Safety and efficacy of simultaneous surgery and thermal ablation in sequential treatment of multiple primary lung cancer: A retrospective cohort study
Congjia XIAO ; Yuchen HUANG ; Zhenghao DONG ; Jingwen ZHANG ; Cheng SHEN ; Jian ZHOU ; Hu LIAO ; Lunxu LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(10):1411-1418
Objective To evaluate the safety and efficacy of simultaneous surgical resection combined with thermal ablation in sequential treatment of patients with multiple primary lung cancer (MPLC). Methods Patients with MPLC who underwent simultaneous, sequential surgical resection combined with thermal ablation at Shangjin Branch of West China Hospital of Sichuan University from April 2023 to May 2024 were retrospectively included, and their perioperative and follow-up data were analyzed. Results A total of 23 patients with MPLC were enrolled, including 4 males and 19 females, with a mean age of (51.61±12.38) years. Cumulatively, 48 lesions were resected and 23 lesions were ablated. About half of the patients (52.17%) had surgery and ablation treatment located in the same lung. All patients completed the combined treatment without intraoperative complications. Four patients had postoperative complications, and were effectively managed and successfully discharged. The median postoperative hospital stay was 4.00 (4.00, 4.00) days. The average follow-up duration was (11.78±4.90) months, with a local control rate of 100.00% at 6 months postoperatively. No deaths or tumor occurred during the follow-up. Conclusion Simultaneous surgery with thermal ablation in sequential treatment for MPLC is safe, flexible and effective, providing a new option for this group of patients, but further studies are needed to evaluate its long-term efficacy.
8.Application the Huaxi intelligent Endoscopic Skill Training and Assessment System in minimally invasive surgery skills training: A cohort study
Jinghan WANG ; Yuchen HUANG ; Jian ZHOU ; Hu LIAO ; Lunxu LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(11):1540-1546
Objective To evaluate the application of the Huaxi Intelligent Endoscopic Skill Training and Assessment System in minimally invasive surgery (MIS) skills training and provide insights for optimizing MIS training models, we analyzed trainee performance during training and assessment. Methods A retrospective analysis was conducted on the use of this system across 28 medical institutions from January 2022 to January 2025. Results By January 2025, the standardized deployment of 139 simulation units had been completed. A total of 403 trainees from various surgical specialties, including thoracic surgery and general surgery, participated in five customized endoscopic skill training modules: endoscopic recognition, grasping training, positioning and placement, cutting training, and suturing training. Throughout the training period, a total of 78 participants took part in 27 formal assessments. Correlation analysis based on Spearman showed that pre-assessment training pass rates were significantly correlated with final assessment scores, indicating enhancing the quality of each training module and overall training efficacy is a key to improving the effectiveness of MIS training. Conclusion The Huaxi Intelligent Endoscopic Skill Training and Assessment System effectively supports MIS training and evaluation.
9.A preliminary study on the pathogenesis of venous malformations caused by Tie2-L914F mutations in endothelial cells
Yuchen QI ; Jiadong HUANG ; Tianyi LI ; Chunru LENG ; Yameng SI
STOMATOLOGY 2025;45(4):268-274
Objective To investigate the effects of TEK receptor tyrosine kinase(Tie2)L914F mutation on the biological behavior of vascular endothelial cells and the changes of related signaling pathways in patients with venous malformations.Methods Gene sequen-cing was used to detect Tie2-L914F mutations in venous malformations.HE staining and immunohistochemical staining were used to de-tect the expression of platelet derived growth factor subunit B gene(PDGFB)and α-smooth muscle actin(α-SMA)in venous malfor-mations caused by the mutation.Lentivirus overexpressing Tie2-wild type(Tie2-WT),Tie2-L914F and Tie2-GFP(green fluorescent protein,GFP)infected human umbilical vein endothelial cells(HUVECs).Real-time fluorescence quantitative PCR was used to detect the expression level of Tie2 in endothelial cells expressing exogenous Tie2 and Flag-tagged protein Tie2 protein was detected by western blotting to verify transfection efficiency.The proliferation,apoptosis,migration and tube-forming ability of the cells were determined by CCK-8,flow cytometry,Transwell migration assay and Matrigel matrix gel tube-forming assay.Western blotting was used to detect the expression levels of Protein Kinase B(PKB/AKT),FOXO1 and their phosphorylation,and the expression level of PDGFB was detec-ted by ELISA.Results The number of patients with venous malformations with L914F mutations was about 33.3%.HE and immuno-histochemical staining showed that the expressions of PDGFB and α-SMA were significantly down-regulated in venous malformation tis-sues with Tie2-L914F mutation,and were positively correlated with the decrease in cell coverage of the tube wall.Compared with Tie2-WT endothelial cells,the apoptosis number of Tie2-L914F endothelial cells was significantly reduced,while the proliferation and mi-gration ability was significantly increased,and the tube-forming ability was significantly decreased.Western blotting and ELISA showed that the phosphorylation levels of AKT and FOXO1 downstream of Tie2 signaling pathway in endothelial cells expressing Tie2-L914F were significantly increased,and the expression level of PDGFB was significantly decreased.Conclusion In venous malformations,Tie2-L914F mutation may downregulate the expression of PDGFB through AKT signaling pathway,which affects the biological behavior of vascular endothelial cells.
10.Diagnostic value of targeted next-generation sequencing for community-acquired respiratory virus infections in patients with hematological diseases
Xueyi LUO ; Yuchen YAO ; Rui MA ; Huifang WANG ; Lu BAI ; Wei HAN ; Yifei CHENG ; Feifei TANG ; Xiaojun HUANG ; Yuqian SUN
Chinese Journal of Hematology 2025;46(7):636-641
Objective:To evaluate the diagnostic value of targeted next-generation sequencing (tNGS) of throat swab samples for detecting community-acquired respiratory viruses (CARV) in patients with hematological diseases.Methods:Clinical and laboratory data from 64 episodes involving patients with hematological diseases and suspected infections—who underwent both pharyngeal swab tNGS and CARV polymerase chain reaction (PCR) testing concurrently—were retrospectively analyzed. The cases were drawn from the Department of Hematology, Peking University People’s Hospital, between September 2023 and April 2024. Concordance between tNGS and CARV PCR results, as well as the diagnostic performance of tNGS in detecting CARV, were evaluated.Results:Among the 64 episodes, 29 were clinically diagnosed with respiratory tract infections, including one case of cytomegalovirus pneumonia and 28 CARV-positive cases. The remaining 35 episodes involved patients with fever or respiratory symptoms attributed to other causes, including 14 with extrapulmonary infections and 21 with noninfectious etiologies. The median follow-up duration was 215.5 days (range: 7-271 days). PCR detected 24 strains of seven CARV types, whereas tNGS detected 25 strains of eight CARV types. Using PCR results as the reference standard, the sensitivity, specificity, positive predictive value, negative predictive value and accuracy of tNGS were 85.0%, 88.6%, 77.3%, 92.9%, and 87.5%, respectively. The two methods showed good concordance (Kappa=0.717, P<0.001) . Conclusion:Pharyngeal swab tNGS may serve as a viable alternative to PCR for diagnosing CARV infections in patients with hematological diseases.

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