1.Application of artificial intelligence and automated scripts in3D printing brachytherapy
Wentai LI ; Jiandong ZHANG ; Zhihe WANG ; Xiaozhen QI ; Yan DING ; Baile ZHANG ; Wenjun MA ; Yao ZHAI ; Weiwei ZHOU ; Yanan SUN ; Xin ZHANG
Chinese Journal of Radiological Health 2025;34(3):419-425
Objective To explore the efficiency improvement in segmenting neural network with the application of Transformer + U-Net artificial intelligence (AI) and modeling with the application of Python scripts in three-dimensional (3D) printing brachytherapy. Methods A Transformer + U-Net AI neural network model was constructed, and Adam optimizer was used to ensure rapid gradient descent. Computed tomography or magnetic resonance imaging data of patients were standardized and processed as self-made data sets. The training set was used to train AI and the optimal result weight parameters were saved. The test set was used to evaluate the AI ability. Python programming language was used to write an automated script to obtain the output segmentation image and convert it to the STL file for import. The source applicator and needle could be automatically modeled. The time of automatic segmentation and modeling and the time of manual segmentation and modeling were entered by two people, and the difference was verified by paired t-test. Results Dice similarity coefficient (DSC), mean intersection over union (MIOU), and Hausdorff distance (HD95) were used for evaluation. DSC was
2.Impact of GM-CSF deficiency on the disease course and immune response in mice infected with Exophiala oligosperma
DONG Qi ; LU Jiejie ; WU Weiwei
China Tropical Medicine 2025;25(1):28-
Objective To investigate the role of granulocyte-macrophage colony-stimulating factor (GM-CSF) deficiency in the pathogenesis of Exophiala oligosperma (E. oligosperma) infection, a dematiaceous fungus, aiming to provide new insights and evidence for the treatment of dematiaceous fungal infections. Methods C57BL/6 wild-type (WT) mice and Csf2 gene knockout (KO) mice (C57BL/6 background) were selected. Using E. oligosperma isolated from patients with caspase recruitment domain-containing protein 9 (CARD9) gene deficiency, a murine subcutaneous infection model was established to simulate the human infection route. The natural progression of infection in the mice was observed for six weeks, with skin lesion tissues collected at appropriate time points for pathological analysis and monitoring immune responses. Results Both WT and Csf2 KO mice exhibited spontaneous pathogen clearance and gradual recovery of foot tissue appearance during the progression of infection, with a 100% survival rate at the end of observation. Compared to WT mice, Csf2 KO mice showed reduced footpad swelling at 1 and 2 weeks post-infection (t=4.674, t=5.961, P<0.01). Fungal clearance in Csf2 KO mice was delayed, with fungal colonies still detectable in lesion tissues at week 4, and Periodic Acid-Schiff (PAS)-positive fungal spores observed in histopathological sections. There was no significant difference found in macrophage infiltration between WT and Csf2 KO mice during the early stages of infection (1-2 weeks) (P>0.05), while neutrophil infiltration was significantly reduced in Csf2 KO mice at week 2 (t=3.287, P<0.01). In addition, Csf2 KO mice exhibited lower levels of IL-6 and IL-1β in foot lesion homogenates at week 1 (t=4.686, t=4.102, P<0.05). Conclusions This study demonstrated that GM-CSF deficiency delays pathogenic fungi clearance, prolongs the disease course and affects early inflammatory cytokine production as well as neutrophil infiltration during the early stages of fungal infections.
3.Reference values of carotid intima-media thickness and arterial stiffness in Chinese adults based on ultrasound radio frequency signal: A nationwide, multicenter study
Changyang XING ; Xiujing XIE ; Yu WU ; Lei XU ; Xiangping GUAN ; Fan LI ; Xiaojun ZHAN ; Hengli YANG ; Jinsong LI ; Qi ZHOU ; Yuming MU ; Qing ZHOU ; Yunchuan DING ; Yingli WANG ; Xiangzhu WANG ; Yu ZHENG ; Xiaofeng SUN ; Hua LI ; Chaoxue ZHANG ; Cheng ZHAO ; Shaodong QIU ; Guozhen YAN ; Hong YANG ; Yinjuan MAO ; Weiwei ZHAN ; Chunyan MA ; Ying GU ; Wu CHEN ; Mingxing XIE ; Tianan JIANG ; Lijun YUAN
Chinese Medical Journal 2024;137(15):1802-1810
Background::Carotid intima-media thickness (IMT) and diameter, stiffness, and wave reflections, are independent and important clinical biomarkers and risk predictors for cardiovascular diseases. The purpose of the present study was to establish nationwide reference values of carotid properties for healthy Chinese adults and to explore potential clinical determinants.Methods::A total of 3053 healthy Han Chinese adults (1922 women) aged 18-79 years were enrolled at 28 collaborating tertiary centers throughout China between April 2021 and July 2022. The real-time tracking of common carotid artery walls was achieved by the radio frequency (RF) ultrasound system. The IMT, diameter, compliance coefficient, β stiffness, local pulse wave velocity (PWV), local systolic blood pressure, augmented pressure (AP), and augmentation index (AIx) were then automatically measured and reported. Data were stratified by age groups and sex. The relationships between age and carotid property parameters were analyzed by Jonckheere-Terpstra test and simple linear regressions. The major clinical determinants of carotid properties were identified by Pearson’s correlation, multiple linear regression, and analyses of covariance.Results::All the parameters of carotid properties demonstrated significantly age-related trajectories. Women showed thinner IMT, smaller carotid diameter, larger AP, and AIx than men. The β stiffness and PWV were significantly higher in men than women before forties, but the differences reversed after that. The increase rate of carotid IMT (5.5 μm/year in women and 5.8 μm/year in men) and diameter (0.03 mm/year in both men and women) were similar between men and women. For the stiffness and wave reflections, women showed significantly larger age-related variations than men as demonstrated by steeper regression slopes (all P for age by sex interaction <0.05). The blood pressures, body mass index (BMI), and triglyceride levels were identified as major clinical determinants of carotid properties with adjustment of age and sex. Conclusions::The age- and sex-specific reference values of carotid properties measured by RF ultrasound for healthy Chinese adults were established. The blood pressures, BMI, and triglyceride levels should be considered for clinical application of corresponding reference values.
4.Research progress on risk factors and treatment of adult inguinal hernia
International Journal of Surgery 2024;51(4):283-288
Inguinal hernia is one of the most common diseases of general surgeons, which is the result of congenital factors, changes in collagen metabolism, post-prostatectomy, genetics and other factors. Surgery is an effective means of treatment, but the best surgical method is still uncertain. Open tension-free hernia repair is widely welcomed by surgeons because of its simple operation, short learning curve and low recurrence rate.Laparoscopic hernia repair has developed rapidly due to its advantages of less trauma, less postoperative pain, faster postoperative recovery and fewer surgery-related complications.Robotic surgery is comparable to laparoscopic surgery but is more expensive. Appropriate anesthesia and mesh selection can reduce postoperative complications and improve patients′ quality of life. In this paper, the risk factors, surgical methods, anesthesia methods, and the selection of mesh in adult inguinal hernia were reviewed based on relevant studies at home and abroad in recent years.
5.TACE combined with propranolol for treating giant infantile hepatic hemangioma
Weiwei QI ; Song WANG ; Deng PAN ; Xiaoli CHEN ; Shiyu LI ; Chuangao YIN
Chinese Journal of Interventional Imaging and Therapy 2024;21(8):449-452
Objective To explore the efficacy and safety of TACE combined with propranolol for treating giant infantile hepatic hemangioma(IHH).Methods Ten infants with giant IHH who underwent TACE combined with propranolol were retrospectively enrolled.The technical success rate,complications and recurrence were recorded.The therapeutic effect was evaluated according to clinical symptoms and changes of IHH volume before and 6 months after TACE.Results Totally 15 times of TACE were successfully performed in 10 infants,with technical success rate of 100%.Bleomycin-lipiodol emulsion+poly(vinyl alcohol)(PVA)+coil embolization were performed in 3 cases,while bleomycin-lipiodol emulsion+PVA embolization were performed in 7 cases.Complications of TACE included subcutaneous hematoma around the puncture site in 1 case and transient hypothermia within 24 h after TACE in 2 cases,all alleviated after symptomatic treatments.No other complication occurred.Six months after the last TACE,significantly effective was observed in 9 cases(9/10,90.00%),while effective was noticed in 1 case(1/10,10.00%),with total therapeutic effective rate of 100%.No serious complication such as gallbladder necrosis,liver necrosis,death,nor recurrence of hepatic hemangioma occurred during follow-up.Conclusion TACE combined with propranolol was effective and safe for treating giant IHH.
6.Research Progress of Network Pharmacology in the TCM Field
Qi ZHANG ; Jiu CHANG ; Weiwei JI ; Hong ZHENG ; Yuyan XIANG ; Lihong LIU ; Xiaobo ZHU
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(11):186-190
Chinese materia medica and its compound formulas have the characteristics of multi-component,multi-target,and multi pathway effects,and have unique advantages in preventing and treating complex diseases.Network pharmacology explains disease patterns and drug mechanisms from the perspective of complex biological networks,and explores the pharmacological substance basis and target of Chinese medicine.This article summarized the application of network pharmacology from the aspects of biological basis of TCM syndrome,the substance basis and pharmacological mechanism of TCM,compatibility theory of TCM compound formulas,etc.,with the purpose to provide a reference for the research and application of network pharmacology in TCM.
7.Effect of Tongluo Juanbi Granules on Inflammatory Injury and Apoptosis of Osteoarthritis Based on TLR4/MyD88/NF-κB Signaling Pathway
Qi QI ; Liang OU ; Weichen HUANG ; Zehua CHEN ; Daoqing XU ; Weiwei HU ; Jingjing LI ; Jianjun KUANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(10):29-36
ObjectiveTo investigate the effects of Tongluo Juanbi granules on chondrocyte apoptosis and Toll-like receptor 4 (TLR4)/myeloid differentiation factor 88 (MyD88)/nuclear factor-κB (NF-κB) signaling pathway of rabbits with knee osteoarthritis (KOA) and study the mechanism of Tongluo Juanbi granules in the prevention and treatment of KOA. MethodThirty New Zealand rabbits were randomly assigned to the following five groups (n=6): sham group, model group, low-dose and high-dose groups of Tongluo Juanbi granules (4.1 and 8.2 g·kg-1·d-1), and celecoxib group (10.9 mg·kg-1·d-1). The KOA model was established by destabilization of the medial meniscus (DMM) for six weeks. Six weeks after the modeling, the drug was given once a day for eight weeks. The pathological changes of cartilago articularis were observed by hematoxylin-eosin (HE) staining and Safranin O-Fast Green staining. Terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining was performed to detect chondrocyte apoptosis. Enzyme-linked immunosorbent assay (ELISA) was used to detect the contents of interleukin-1β (IL-1β) and tumor necrosis factor-α (TNF-α) in synovial fluid. The mRNA and protein expression levels of genes related to the TLR4/MyD88/NF-κB signaling pathway were detected by real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) and Western blot, respectively. ResultCompared with the sham group, the cartilago articularis of the model group significantly degenerated. Mankin's score was increased (P<0.01), and the contents of IL-1β and TNF-α in synovial fluid were increased (P<0.01). The number of apoptosis of chondrocytes was increased (P<0.01). The mRNA and protein expressions of TLR4, MyD88, and NF-κB p65 in cartilage tissue were up-regulated (P<0.01), while the mRNA and protein expressions of Bcl-2 were down-regulated (P<0.01). Compared with the model group, chondrocyte degeneration in both low-dose and high-dose groups of Tongluo Juanbi granules was improved, and Mankin's score was decreased (P<0.01). The contents of IL-1β and TNF-α were decreased (P<0.01), and the number of apoptosis of chondrocytes was decreased (P<0.01). The mRNA and protein expressions of TLR4, MyD88, and NF-κB p65 in cartilage tissue were down-regulated (P<0.01), while the mRNA and protein expressions of Bcl-2 were up-regulated (P<0.01). In addition, in the above observation indicators, the high-dose group of Tongluo Juanbi granules was significantly superior to the low-dose group of Tongluo Juanbi granules. ConclusionTongluo Juanbi granules could inhibit chondrocyte apoptosis in rabbits with KOA and improve cartilage degeneration, which may be related to inhibiting inflammatory responses mediated by TLR4/MyD88/NF-κB signaling pathway.
8.Analysis on the assessment value of DCE-MRI quantitative parameters and tumor markers for the curative effect of neoadjuvant chemotherapy for breast cancer
Rui MA ; Yanhui WANG ; Min DU ; Xianlong QI ; Lin ZHANG ; Weiwei WANG
China Medical Equipment 2024;21(1):73-77
Objective:To explore the assessment value of quantitative parameters of dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI)and tumor markers in assessing the curative effect of neoadjuvant chemotherapy for breast cancer.Methods:A total of 75 patients with breast cancer who received neoadjuvant chemotherapy combined with surgical intervention in Jining No.1 People's Hospital from May 2019 to May 2022 were selected,and they were divided into effective group(54 cases)and ineffective group(21 cases)according to the Response Evaluation Criteria In Solid Tumour(RECIST).The Ve,Kep and Ktrans of DCE-MRI quantitative parameters and CEA,CA125 and CA15-3 levels of tumor markers between two groups were compared before and after chemotherapy,and the receiver operating characteristics(ROC)curve was adopted to analyze the predictive efficiency of each diagnostic method.Results:After chemotherapy,the differences of the Ve,Kep and Ktrans of quantitative parameters between the two groups were significant(t=7.237,51.695,16.879,P<0.05),respectively.The differences of the CEA,CA125 and CA15-3 of tumor markers between two groups were significant(t=44.201,6.736,6.885,P<0.05),respectively.The AUC value of combined prediction of 6 indicators included Ve,Kep,Ktrans,CEA,CA125 and CA15-3 was 0.979 in predicting the curative effect of neoadjuvant chemotherapy for breast cancer,which was significantly higher than the AUC value of each alone indicator,and the differences of them were statistically significant(Z=2.993,2.679,2.510,2.731,3.215,3.071,P<0.05),respectively.Conclusion:The combination of tumor markers and DCE-MRI quantitative parameters can better predict the curative effect of neoadjuvant chemotherapy for breast cancer,which can indirectly assess the prognosis.
9.Application value of optical surface monitoring system volume rendering technique body surface imaging in intensity-modulated radiotherapy for thoracic tumors
Zhiping XIAO ; Dingyu LI ; Xiugen FU ; Junchao LI ; Qi LIU ; Weiwei ZHONG
Cancer Research and Clinic 2024;36(1):47-51
Objective:To explore the application value of optical surface monitoring system (OSMS) volume rendering technique (VRT) body surface imaging in intensity-modulated radiotherapy for thoracic tumors.Methods:A retrospective case series study was performed. The clinical data of 65 patients with thoracic tumors treated with intensity-modulated radiotherapy at Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology from September 2021 to October 2022 were retrospectively analyzed. In the first treatment,after cone-beam computed tomography (CBCT) scan and correction, VRT body surface images were obtained by using OSMS. In subsequent treatment, the VRT image was used as the benchmark and the 6-dimensional bed was automatically positioned to record the 6-dimensional bed positioning value. The CBCT scan was performed to record the translation and rotation errors of left-right direction (X-axis), head-foot direction (Y-axis) and front-rear direction (Z-axis). After the calibration of the 6-dimensional automatic bed shifting, the new real-time deltas (RTD) value of digital imaging and communications in medicine (DICOM) body surface image was recorded, and the new VRT image was obtained. CBCT registration error value was defined as VRT image-guided setup error. The sum of CBCT registration error value and moving bed movement value was defined as the body surface marker line-guided setup error. The sum of CBCT registration error value and the recorded DICOM image RTD value was defined as the theoretical error of DICOM image-guided setup. The advantages and disadvantages of VRT image, body surface marker line and DICOM image-guided setup were compared and analyzed.Results:There were 42 males and 23 females in 65 patients with thoracic tumors, and the age [ M ( Q1, Q3)] was 58 years (51 years, 64 years). The linear errors [ M ( Q1, Q3)] of VRT image-guided setup in X, Y and Z axes were 0.6 mm (0.3 mm, 1.2 mm), 1.2 mm (0.5 mm, 2.4 mm) and 1.1 mm (0.5 mm, 1.9 mm); and the rotational errors were 0.4° (0.1°, 0.7°), 0.4° (0.1°, 0.6°) and 0.4° (0.2°, 0.6°). The linear errors of the marker line-guided setup were 1.6 mm (0.9 mm, 2.6 mm), 2.2 mm (1.1 mm, 3.8 mm) and 1.0 mm (0.4 mm, 1.8 mm); and the rotational errors were 0.7° (0.3°, 1.2°), 0.5° (0.2°, 0.8°) and 0.5° (0.2°, 0.8°). The linear errors of the DICOM image-guided positioning were 1.1 mm (0.6 mm, 1.9 mm), 2.1 mm (1.0 mm, 3.4 mm) and 1.3 mm (0.6 mm, 3.1 mm), and the rotational errors were 0.6° (0.2°, 1.1°), 0.7° (0.3°, 1.1°), 0.7° (0.2°, 1.1°). Compared with the marker line-guided setup, except for Z-axis linear error ( P = 0.218), the VRT-guided setup errors were low (all P < 0.001). Compared with the DICOM imaging-guided setup, the VRT image-guided setup linear error and rotational error in X-, Y- and Z-axis were low (all P < 0.01). Conclusions:VRT image-guided setup is superior to traditional body surface marker setup and DICOM imaging setup; OSMS VRT body surface imaging can effectively improve the setup accuracy and stability of intensity-modulated radiotherapy for thoracic tumors, and reduce the setup errors.
10.Trends in the distribution of Oncomelania hupensis in forestlands in Songjiang District, Shanghai Municipality from 2009 to 2023
Qi MAO ; Caiying SUN ; Anqi LI ; Weiwei LU ; Xihong LÜ ; Xuehui LU ; Yanjun JIN ; Qing YU
Chinese Journal of Schistosomiasis Control 2024;36(2):165-168
Objective To investigate the changes in distribution of Oncomelania hupensis snails in forestlands in Songjiang District, Shanghai Municipality from 2009 to 2023, so as to provide insights into formulation of O. hupensis snail surveillance programs. Methods The reports on O. hupensis snail surveillance in Songjiang District, Shanghai Municipality from 2009 to 2023 were collected, and the snail surveillance data in forestlands were extracted. The trends in the proportion of areas with snails in forestlands in total areas with snails, occurrence of frames with living snails and density of living snails were evaluated using a Joinpoint regression model in Songjiang District from 2009 to 2023, and the annual percent change (APC) and average annual percent change (AAPC). Results A total of 40 sites with snails were found in forestlands in 14 administrative villages of 4 townships, Songjiang District, Shanghai Municipality from 2009 to 2023. A total of 39 065 frames were surveyed for snails in settings covering an area of 609 600 m2, and there were 6 084 frames with snails, covering 151 250 m2 snail habitats. A total of 22 210 snails were captured, with the highest density of 260.00 snails/0.1 m2, and 6 262 snails were dissected, with no Schistosoma japonicum infection identified in snails. The proportion of areas with snails in forestlands in total areas with snails appeared a tendency towards a rise in forestlands in Songjiang District, Shanghai Municipality from 2009 to 2023 (APC = AAPC = 24.9%, P > 0.05); however, there were no turning points in the trend curve, with the highest proportion seen in 2009 (53.81%), the lowest in 2011 and 2023 (both 0) and a mean proportion of 24.81%. The occurrence of frames with living snails appeared a tendency towards a rise from 2009 to 2023 (APC = AAPC = 41.5%, P > 0.05); however, there were no turning points in the trend curve, with the highest occurrence in 2009 (53.81%), the lowest in 2011 and 2013 (both 0), and the mean occurrence of 15.57%. In addition, the density of living snails appeared a tendency towards a rise from 2009 to 2023 (APC = AAPC = 55.0%, P > 0.05); however, there were no turning points in the trend curve, with the highest density in 2023 (0.96 snails/0.1 m2), the lowest in 2011 and 2013 (both 0), and a mean density of 0.57 snails/0.1 m2. Conclusions The difficulty in O. hupensis snail control and risk of imported snails appeared a tendency towards a rise in forestlands in Songjiang District, Shanghai Municipality over years from 2009 to 2023. Supervision and assessment prior to seedling transplantation and intensified surveillance post-transplantation are recommended to reduce the risk of O. hupensis snail importation and spread.

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