1.Brain midline segmentation method based on prior knowledge and path optimization.
Shuai GENG ; Yonghui LI ; Yu AO ; Weili SHI ; Yu MIAO ; Shuhan WANG ; Zhengang JIANG
Journal of Biomedical Engineering 2025;42(4):766-774
To address the challenges faced by current brain midline segmentation techniques, such as insufficient accuracy and poor segmentation continuity, this paper proposes a deep learning network model based on a two-stage framework. On the first stage of the model, prior knowledge of the feature consistency of adjacent brain midline slices under normal and pathological conditions is utilized. Associated midline slices are selected through slice similarity analysis, and a novel feature weighting strategy is adopted to collaboratively fuse the overall change characteristics and spatial information of these associated slices, thereby enhancing the feature representation of the brain midline in the intracranial region. On the second stage, the optimal path search strategy for the brain midline is employed based on the network output probability map, which effectively addresses the problem of discontinuous midline segmentation. The method proposed in this paper achieved satisfactory results on the CQ500 dataset provided by the Center for Advanced Research in Imaging, Neurosciences and Genomics, New Delhi, India. The Dice similarity coefficient (DSC), Hausdorff distance (HD), average symmetric surface distance (ASSD), and normalized surface Dice (NSD) were 67.38 ± 10.49, 24.22 ± 24.84, 1.33 ± 1.83, and 0.82 ± 0.09, respectively. The experimental results demonstrate that the proposed method can fully utilize the prior knowledge of medical images to effectively achieve accurate segmentation of the brain midline, providing valuable assistance for subsequent identification of the brain midline by clinicians.
Humans
;
Brain/diagnostic imaging*
;
Deep Learning
;
Image Processing, Computer-Assisted/methods*
;
Algorithms
;
Magnetic Resonance Imaging/methods*
;
Neural Networks, Computer
2.Clinical efficacy of arthroscopic medial patellofemoral complex reconstruction for recurrent patellar dislocation with high-grade trochlear dysplasia.
Fengyi HU ; Qingyang MENG ; Nayun CHEN ; Jianing WANG ; Zhenlong LIU ; Yong MA ; Yuping YANG ; Xi GONG ; Cheng WANG ; Ping LIU ; Weili SHI
Journal of Peking University(Health Sciences) 2025;57(5):947-955
OBJECTIVE:
To investigate the midterm clinical efficacy of medial patellofemoral complex (MPFC) reconstruction for recurrent patellar dislocation with high-grade trochlear dysplasia.
METHODS:
A retrospective analysis was carried out among adult patients who underwent arthroscopically assisted MPFC reconstruction between January 2014 and December 2020. Dejour classification was evaluated to grade trochlear dysplasia; tibial tubercle-trochlear groove (TT-TG) distance and Insall-Salvati index were measured. Preoperative and postoperative patient-reported outcome measures (PROMs) were compared, including International Knee Documentation Committee (IKDC) score, Kujala score, Lysholm score and Tegner score. Information regarding returning-to-sport rate, re-instability events and complications was collected. Patellar tilt (PT), lateral patellar displacement (LPD) and bisect offset (BSO) ratio were measured based on axial computed tomography before and after surgery to assess the patellofemoral congruence.
RESULTS:
A total of 46 MPFC reconstructions in 43 patients were enrolled, including 16 male and 27 female. Mean age at surgery was (22.2±7.6) years (range: 14-44 years). Mean follow-up was (49.9±22.6) months (range: 18-102 months). The percentages of Dejour B, C and D dysplasia were 37.0% (17/46), 43.5% (20/46), and 19.6% (9/46), respectively. Mean Insall-Salvati index was 1.2±0.2 (range: 0.85-1.44), and mean TT-TG distance was (19.6±3.5) mm (range: 10.6-28.7 mm). At latest follow-up, there were significant improvements in all PROMs (P < 0.001): IKDC score, from 56.3±15.1 to 86.2±8.1; Kujala score, from 58.9±15.6 to 92.6±5.4; Lysholm score, from 63.7±15.0 to 94.0±5.7; Tegner score, from 3.1±1.4 to 4.7±1.4, and there were no significant differences in the improvements of the scores between the patients with Dejour B, C and D dysplasia. Overall, ninety percent of the patients returned to their preoperative sports level. One patient reported a postoperative subluxation, while no cases of infection, limited range of motion or patella fracture were observed. PT, LPD and BSO ratio were all significant altered (P < 0.001) after MPFC reconstruction.
CONCLUSION
Arthroscopically assisted MPFC reconstruction yielded satisfactory midterm clinical results for recurrent patellar dislocation with high-grade trochlear dysplasia. No significant differences of improvements in knee function were observed among the three types of high-grade trochlear dysplasia.
Humans
;
Patellar Dislocation/surgery*
;
Male
;
Female
;
Adult
;
Arthroscopy/methods*
;
Retrospective Studies
;
Adolescent
;
Young Adult
;
Patellofemoral Joint/surgery*
;
Recurrence
;
Plastic Surgery Procedures/methods*
;
Patella/surgery*
;
Treatment Outcome
3.The Oncogenic Role of TNFRSF12A in Colorectal Cancer and Pan-Cancer Bioinformatics Analysis
Chuyue WANG ; Yingying ZHAO ; You CHEN ; Ying SHI ; Zhiying YANG ; Weili WU ; Rui MA ; Bo WANG ; Yifeng SUN ; Ping YUAN
Cancer Research and Treatment 2025;57(1):212-228
Purpose:
Cancer has become a significant major public health concern, making the discovery of new cancer markers or therapeutic targets exceptionally important. Elevated expression of tumor necrosis factor receptor superfamily member 12A (TNFRSF12A) expression has been observed in certain types of cancer. This project aims to investigate the function of TNFRSF12A in tumors and the underlying mechanisms.
Materials and Methods:
Various websites were utilized for conducting the bioinformatics analysis. Tumor cell lines with stable knockdown or overexpression of TNFRSF12A were established for cell phenotyping experiments and subcutaneous tumorigenesis in BALB/c mice. RNA-seq was employed to investigate the mechanism of TNFRSF12A.
Results:
TNFRSF12A was upregulated in the majority of cancers and associated with a poor prognosis. Knockdown TNFRSF12A hindered the colorectal cancer progression, while overexpression facilitated malignancy both in vitro and in vivo. TNFRSF12A overexpression led to increased nuclear factor кB (NF-κB) signaling and significant upregulation of baculoviral IAP repeat containing 3 (BIRC3), a transcription target of the NF-κB member RELA, and it was experimentally confirmed to be a critical downstream factor of TNFRSF12A. Therefore, we speculated the existence of a TNFRSF12A/RELA/BIRC3 regulatory axis in colorectal cancer.
Conclusion
TNFRSF12A is upregulated in various cancer types and associated with a poor prognosis. In colorectal cancer, elevated TNFRSF12A expression promotes tumor growth, potentially through the TNFRSF12A/RELA/BIRC3 regulatory axis.
4.Historical Evolution and Modern Research Progress of Dipsaci Radix Processing
Weili MA ; Xiaofeng JIN ; Qiaoxia SHI ; Ziming JIN ; Xia DOU ; Li YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):174-179
Dipsaci Radix is a commonly used yang tonifying medicine in clinical practice.Ancient books record that its preparation methods are diverse,mainly concentrated in the Ming and Qing dynasties,including wine soaking,wine washing,wine baking,wine stir frying,stir frying,wine mixing,and salt water stir frying.Wine roasting can promote blood circulation,dispel cold stagnation,and has been used throughout history;salt roasting has been seen in modern times,which can induce Chinese materia medica to descend and enhance liver and kidney tonifying effects;at present,it is mainly used for slicing raw materials,but there are also processed products such as wine fried products,salt fried products,stir fried slices,and charcoal slices.This article reviewed the herbal monographs,TCM ancient books,processing standards and modern literature,and combed the related elaboration of the processing history and modern processing research of Dipsaci Radix in the literature,so as to provide references for the processing mechanism,method research,clinical application and resource development and utilization of Dipsaci Radix.
5.Clinical features and prognosis of splenic marginal zone lymphoma with POD24
Lu WANG ; Qing SHI ; Weili ZHAO ; Li WANG
Chinese Journal of Hematology 2025;46(1):81-87
Objective:To investigate the clinical characteristics, prognosis, and risk factors associated with disease progression within 24 months (POD24) after diagnosis in patients with splenic marginal zone lymphoma (SMZL) .Methods:Clinical data from 88 newly diagnosed SMZL patients treated at Ruijin Hospital, Shanghai Jiaotong University School of Medicine, between December 2009 and October 2022, were retrospectively analyzed. Patients were grouped based on the presence of POD24 for prognostic evaluation and comparison of clinical features.Results:There were 45 males (51.1% ) and 43 females (48.9% ), with a median age of 59 (24-82) years at the time of diagnosis. Ten (11.4% ) cases occurred POD24. The overall survival (OS) time and progression- free survival (PFS) time in the POD24 group were shorten than non-POD24 group [median OS time: 77 (11-159) months vs not reached, P<0.001; 15 (4-24) months vs 121 (24-154) months, P<0.001]. Univariate Cox analysis showed that Eastern Cooperative Oncology Group (ECOG) score ≥ 2 [ HR=8.942 (95% CI 1.097-72.910), P=0.041], age-adjusted International Prognostic Index (aaIPI) score of high-risk [ HR=5.070 (95% CI 1.256-20.461), P=0.023], POD24 [ HR=14.049 (95% CI 3.339-59.107), P<0.001], occurrence of tissue transformation [ HR=7.819 (95% CI 1.952-31.316), P=0.004], and disease unremission status after initial treatment [ HR=6.080 (95% CI 1.439-25.690), P=0.014] were the influencing factors for OS in SMZL patients. Multivariate analysis showed that POD24 [ HR=5.859 (95% CI 1.249–27.475), P=0.025] and occurrence of tissue transformation [ HR=5.520 (95% CI 1.050-29.009), P=0.044] were independent prognostic factors affecting OS. Univariate logistic analysis showed that ECOG ≥ 2 [ HR=7.556 (95% CI 1.498-38.110), P=0.014], high risk of aaIPI score [ HR=5.500 (95% CI 1.378- 21.945), P=0.016], occurrence of tissue transformation [ HR=8.000 (95% CI 1.759-36.383), P=0.007], and disease unremission status after initial treatment [ HR=9.136 (95% CI 2.216-37.675), P=0.002] were the influencing factors of POD24. Multifactorial analysis showed that disease unremission after initial treatment [ HR=8.253 (95% CI 1.681- 40.518), P=0.009] was an independent risk factor affecting POD24. Conclusions:POD24 and tissue transformation are independent poor prognostic factors for OS in SMZL patients. Patients with POD24 are at a higher risk of developing tissue transformation. The failure to alleviate the disease after initial treatment is an independent risk factor affecting POD24 patients.
6.Clinical characteristics and prognosis of 18 patients with plasmablastic lymphoma
Shanshan WENG ; Qing SHI ; Weili ZHAO ; Jianqing MI ; Li WANG
Chinese Journal of Hematology 2025;46(9):865-869
Plasmablastic lymphoma (PBL) is a rare, highly aggressive non-Hodgkin lymphoma subtype for which no standardized therapeutic regimen has been established in clinical practice. This study retrospectively analyzed 18 PBL cases at Shanghai Ruijin Hospital from July 2012 to June 2024. Participants comprised 12 males and 6 females, with a median age of 59 (39–77) years. Twelve (66.7% ) cases presented at stage Ⅲ/Ⅳ, nine (50% ) have cytopenia, 12 (66.7% ) have increased lactate dehydrogenase level, and four (22.2% ) had a Ki-67 index of ≥90%. The tumor cells highly expressed CD38 (15/17, 88.2% ) /CD138 (12/17, 70.6% ), whereas the B-cell marker CD20 was rarely detected (1/17, 5.9% ). Of the 11 cases that underwent genetic sequencing, common mutations included TP53 (27.3% ), KMT2D (18.2% ), and TET2 (18.2% ). After excluding one patient with positive HIV who died without treatment, 17 patients received first-line therapy, achieving a complete response in 10 (58.8% ) and a partial response in 5 (29.4% ) cases. With the median follow-up time of 4.33 (0.17–12.17) years, Kaplan-Meier analysis indicated that the 2-year progression-free survival rate and overall survival rate were (68.5±11.2) % and (75.5±10.1) %, respectively.
7.Prevalence of cardiometabolic multimorbidity (CMM) in Chinese middle-aged and elderly population and the associated factors of cognitive function in CMM patients
Wenting FENG ; Ye PAN ; Weili SHI ; Zhihui LIU ; Liangxing DAN ; Liuyi WANG
Chinese Journal of General Practitioners 2025;24(1):62-69
Objective:To investigate the prevalence of cardiometabolic multimorbidity (CMM) in Chinese middle-aged and elderly population, and the associated factors of cognitive function in CMM patients.Methods:It was a cross-sectional study. Data of demographic characteristics, lifestyle, chronic disease, and cognitive function in middle-aged and elderly subjects were obtained from the Harmonized CHARLS D version 2015 database, subjects with emotional and psychiatric disorders and memory-related disorders, and those with missing chronic disease data were excluded. The factors associated with cognitive function in CMM patients were analyzed with generalized linear regression model.Results:A total of 15 007 respondents aged (61.07±9.70) years were included in the analysis, 7 338 (48.9%) of whom were males. There were 3 303 cases of CMM with a prevalence rate of 22.01%, and the proportion of females was 54.9% (1 814/3 033), and the proportion of males was 45.1% (1 489/3 033). Generalized linear regression analysis showed that age, educational level, place of residence, depressive symptoms were correlated with cognitive function scores of CMM patients (all P<0.05). Conclusion:The prevalence rate of CMM in middle-aged and elderly people in China is higher, and age, education level, place of residence, depressive symptoms are associated with cognitive function in CMM patients.
8.The Oncogenic Role of TNFRSF12A in Colorectal Cancer and Pan-Cancer Bioinformatics Analysis
Chuyue WANG ; Yingying ZHAO ; You CHEN ; Ying SHI ; Zhiying YANG ; Weili WU ; Rui MA ; Bo WANG ; Yifeng SUN ; Ping YUAN
Cancer Research and Treatment 2025;57(1):212-228
Purpose:
Cancer has become a significant major public health concern, making the discovery of new cancer markers or therapeutic targets exceptionally important. Elevated expression of tumor necrosis factor receptor superfamily member 12A (TNFRSF12A) expression has been observed in certain types of cancer. This project aims to investigate the function of TNFRSF12A in tumors and the underlying mechanisms.
Materials and Methods:
Various websites were utilized for conducting the bioinformatics analysis. Tumor cell lines with stable knockdown or overexpression of TNFRSF12A were established for cell phenotyping experiments and subcutaneous tumorigenesis in BALB/c mice. RNA-seq was employed to investigate the mechanism of TNFRSF12A.
Results:
TNFRSF12A was upregulated in the majority of cancers and associated with a poor prognosis. Knockdown TNFRSF12A hindered the colorectal cancer progression, while overexpression facilitated malignancy both in vitro and in vivo. TNFRSF12A overexpression led to increased nuclear factor кB (NF-κB) signaling and significant upregulation of baculoviral IAP repeat containing 3 (BIRC3), a transcription target of the NF-κB member RELA, and it was experimentally confirmed to be a critical downstream factor of TNFRSF12A. Therefore, we speculated the existence of a TNFRSF12A/RELA/BIRC3 regulatory axis in colorectal cancer.
Conclusion
TNFRSF12A is upregulated in various cancer types and associated with a poor prognosis. In colorectal cancer, elevated TNFRSF12A expression promotes tumor growth, potentially through the TNFRSF12A/RELA/BIRC3 regulatory axis.
9.The Oncogenic Role of TNFRSF12A in Colorectal Cancer and Pan-Cancer Bioinformatics Analysis
Chuyue WANG ; Yingying ZHAO ; You CHEN ; Ying SHI ; Zhiying YANG ; Weili WU ; Rui MA ; Bo WANG ; Yifeng SUN ; Ping YUAN
Cancer Research and Treatment 2025;57(1):212-228
Purpose:
Cancer has become a significant major public health concern, making the discovery of new cancer markers or therapeutic targets exceptionally important. Elevated expression of tumor necrosis factor receptor superfamily member 12A (TNFRSF12A) expression has been observed in certain types of cancer. This project aims to investigate the function of TNFRSF12A in tumors and the underlying mechanisms.
Materials and Methods:
Various websites were utilized for conducting the bioinformatics analysis. Tumor cell lines with stable knockdown or overexpression of TNFRSF12A were established for cell phenotyping experiments and subcutaneous tumorigenesis in BALB/c mice. RNA-seq was employed to investigate the mechanism of TNFRSF12A.
Results:
TNFRSF12A was upregulated in the majority of cancers and associated with a poor prognosis. Knockdown TNFRSF12A hindered the colorectal cancer progression, while overexpression facilitated malignancy both in vitro and in vivo. TNFRSF12A overexpression led to increased nuclear factor кB (NF-κB) signaling and significant upregulation of baculoviral IAP repeat containing 3 (BIRC3), a transcription target of the NF-κB member RELA, and it was experimentally confirmed to be a critical downstream factor of TNFRSF12A. Therefore, we speculated the existence of a TNFRSF12A/RELA/BIRC3 regulatory axis in colorectal cancer.
Conclusion
TNFRSF12A is upregulated in various cancer types and associated with a poor prognosis. In colorectal cancer, elevated TNFRSF12A expression promotes tumor growth, potentially through the TNFRSF12A/RELA/BIRC3 regulatory axis.
10.Development and reliability and validity testing of the Symptom Assessment Scale for Patients Undergoing Bladder Irrigation Chemotherapy
Yanyun ZHU ; Yanfang LUO ; Weili BAO ; Tao SHI ; Liufang WANG ; Yi DAI ; Tianyan ZUO ; Rong SU ; Zuoqin ZHANG
Chinese Journal of Modern Nursing 2025;31(34):4682-4690
Objective:To develop the Symptom Assessment Scale for Patients Undergoing Bladder Irrigation Chemotherapy and evaluate its reliability and validity.Methods:Based on the theory of unpleasant symptoms, a preliminary version of the Symptom Assessment Scale for Patients Undergoing Bladder Irrigation Chemotherapy was developed through literature analysis, semi-structured interviews, and the Delphi method. After revising certain items in the pre-survey, convenience sampling was used to select patients who underwent bladder instillation chemotherapy in the Department of Urology Surgery of three ClassⅢ Grade A hospitals in Yunnan Province from January to July 2024 as research subjects to test the reliability and validity of the scale.Results:A total of 168 questionnaires were distributed, and 162 valid questionnaires were collected, with a valid response rate of 96.429% (162/168). The Symptom Assessment Scale for Patients Undergoing Bladder Irrigation Chemotherapy covered two areas of symptom severity and symptom distress, comprising five dimensions and 27 items. The Cronbach's α coefficient for the total scale was 0.953, and the split-half reliability coefficient was 0.806. Exploratory factor analysis revealed that the four common factors for symptom severity contributed to 73.196% of the cumulative variance, while the single common factor for symptom distress accounted for 68.285% of the cumulative variance. Confirmatory factor analysis revealed that all indicators met the fit criteria, indicating that the model possessed good goodness-of-fit. The content validity index at the scale level was 0.940, while the content validity index at the item level ranged from 0.833 to 1.000.Conclusions:The Symptom Assessment Scale for Patients Undergoing Bladder Irrigation Chemotherapy developed in this study demonstrates good reliability and validity, and is suitable for evaluating symptoms in patients undergoing bladder infusion chemotherapy.

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