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.Hepatic arterial infusion chemotherapy combined with carrelizumab and sorafenib for the treatment of advanced hepatocellular carcinoma:its clinical efficacy and safety
Mengjie YIN ; Shouzhong FU ; Feng DAI ; Bin WANG ; Xiaowei WANG ; Wei DING ; Fengchen JIANG ; Jiandong SHEN
Journal of Interventional Radiology 2024;33(11):1212-1217
Objective To discuss the clinical efficacy and safety of hepatic arterial infusion chemotherapy(HAIC)combined with carrelizumab and sorafenib in treating advanced hepatocellular carcinoma(HCC).Methods The clinical data of 36 HCC patients,who were admitted to the Affiliated Nantong Third Hospital of Nantong University of China to receive HAIC combined with carrelizumab and sorafenib from August 2019 to August 2020,were collected.According to modified Response Evaluation Criteria in Solid Tumors(mRECIST),the objective response rate(ORR)and disease control rate(DCR)of the combination therapy were evaluated.The Common Terminology Criteria Adverse Events Version 5.0 developed by American National Cancer Institute was used to evaluate the clinical safety.Results After receiving 4 cycles of FOLFOX-HAIC,the ORR and DCR of the patients were 38.9%and 77.8%respectively.The patients were followed up for 30 months.The median progression-free survival(mPFS)was 306 days(95%CI:242.7-369.3),and the median overall survival(mOS)was 515 days(95%CI:2 482.5-547.5).After HAIC treatment,one patient was successfully changed to surgical operation.The overall incidence of adverse events were 100%.There were 9 adverse events(25%)above grade m,including severe abdominal pain(n=2,5.6%),nausea(n=1,2.8%),vomiting(n=1,2.8%),elevated alanine aminotransferase(n=3,8.3%),elevated aspartate aminotransferase(n=1,2.8%),and death due to pulmonary failure caused by severe immune-induced pneumonia(n=1,2.8%).Conclusion For the treatment of advanced HCC,HAIC combined with carrelizumab and sorafenib has better ORR and DCR with controllable safety,which provides a new option for the treatment of advanced HCC.However,studies with large sample size need to be conducted before its long-term survival benefit of patients can be further validated.
3.Effects of orlistat on the viability of human gallbladder cancer cells
Haihong CHENG ; Yuxin SUN ; Xiaopeng YU ; Shouhua WANG ; Jun DING ; Di ZHOU ; Xiaoyu ZHANG ; Jiandong WANG ; Weibin SHI ; Fei MA
Chinese Journal of Digestive Surgery 2023;22(5):636-641
Objective:To investigate the effects of orlistat on the viability of human gall-bladder cancer (GBC) cells.Methods:The experimental study was conducted. The human GBC NOZ cells with high expression of FSAN was screened out through in vitro cultivating human GBC-SD, SGC-996 and NOZ cells. The cell proliferation assay, clone formation assay and protein detection experiment were used to analysis of the effects of orlistat on the viability of human GBC cells. Cell grouping: NOZ cells cultured with medium were set as the control group, cultured with medium + 10 μmol/L orlistat were set as the low-dose orlistat group, cultured with medium + 100 μmol/L orlistat were set as the high-dose orlistat group, respectively. Observation indicators: (1) expression of FASN protein in human GBC cells; (2) effects of orlistat on the proliferation of human GBC NOZ cells; (3) effects of orlistat on apoptosis of human GBC NOZ cells. Measurement data with normal distribution were represented as Mean± SD, the ANOVA test was used for comparison between groups and the least significant difference method was used for pairwise comparison. Results:(1) Expression of FASN protein in human GBC cells. Results of western blot showed that the relative expression of FASN protein in human GBC NOZ, GBC-SD and SGC-996 cells was 0.57±0.06, 0.12±0.04 and 0.10±0.02, respectively, showing a significant difference among them ( F=115.67, P<0.05). There were significant differences between the NOZ cells and the GBC-SD or the SGC-996 cells ( P<0.05), and there was no significant difference between the GBC-SD cells and the SGC-996 cells ( P>0.05). (2) Effects of orlistat on the proliferation of human GBC NOZ cells. ① Results of cell proliferation assay showed that the absorbance value of NOZ cells was 2.34±0.12, 1.57±0.08 and 1.07±0.13 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=205.88, P<0.05). ② Results of clone formation assay showed that the number of NOZ cells clones was 257±23, 153±11 and 83±11 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=92.64, P<0.05). ③Results of western blot showed that the relative expression of Cyclin-D1 protein of NOZ cells was 2.31±0.10, 1.52±0.05 and 1.23±0.11 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=120.73, P<0.05). The relative expression of CDK-4 protein of NOZ cells was 1.58±0.04, 1.21±0.02 and 1.19±0.04 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a signifi-cant difference among them ( F=110.45, P<0.05). (3) Effects of orlistat on apoptosis of human GBC NOZ cells. Results of western blot showed that the relative expression of Bcl-2 protein of NOZ cells was 1.07±0.03, 0.36±0.03 and 0.15±0.02 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a significant difference among them ( F=1 242.93, P<0.05). The relative expression of Bax protein of NOZ cells was 0.51±0.03, 0.38±0.05 and 1.38±0.04 in the control group, low-dose orlistat group and high-dose orlistat group, respectively, showing a signifi-cant difference among them ( F=583.51, P<0.05). Conclusion:Orlistat can inhibit the growth of human GBC NOZ cells and promote their apoptosis.
4.Changes and clinical significance of multiple cytokines in exhaled breath condensate in patients with severe inhalation injury
Yunfeng LIU ; Yong ZHANG ; Sheng DING ; Ran SUN ; Xiaojun LIU ; Jiandong SU ; Bingwei SUN
Chinese Critical Care Medicine 2023;35(8):818-822
Objective:To investigate the changes and clinical significance of multiple cytokine levels in exhaled breath condensate (EBC) in patients undergoing tracheotomy with severe inhalation injury.Methods:A prospective study was conducted. A total of 32 patients with severe burn combined with severe inhalation injury admitted to the department of burns and plastic surgery of Affiliated Suzhou Hospital of Nanjing Medical University from May 2021 to August 2022 were enrolled. Twenty healthy volunteers from the same period were served as controls. EBC of patients at 12 hours after burn and the samples of healthy controls were collected. The levels of 27 cytokines in EBC, including tumor necrosis factor-α (TNF-α) and interleukins (IL-1β, IL-6, IL-8, IL-10, and IL-17), were determined by liquid phase chip technology. Meanwhile, plasma of patients at 12 hours after burn and the plasma of volunteers were collected, and the levels of inflammatory cytokines were detected by liquid chip technology, and the differences between the levels in plasma and those in EBC were analyzed. Plasma and EBC of patients with aspiration injury were collected at 12 hours and 3, 7, 14 and 21 days after burn, and TNF-α levels were determined by enzyme-linked immunosorbent assay (ELISA).Results:Finally, 32 patients were enrolled, and the total burned area was (40±16)% of total body surface area (TBSA). The time of admission was (4.2±2.3) hours after injury. ① Twenty-seven cytokines in EBC: 18 kinds of cytokines including macrophage inflammatory protein-1β (MIP-1β), IL-6, IL-5, IL-2, IL-1β, IL-8, IL-10, IL-15, IL-9, interferon-γ (IFN-γ), IL-1 receptor antagonist (IL-1ra), TNF-α, chemotactic factor for eosinophil (Eotaxin), basic fibroblast growth factor (bFGF), platelet derived growth factor-BB (PDGF-BB), interferon-inducible protein-10 (IP-10), monocyte chemoattractant protein-1 (MCP-1), granulocyte colony-stimulating factor (G-CSF) were significantly increased in patients with severe aspiration injury compared with health controls. Eotaxin was not detected in EBC of healthy controls. Five cytokines, granulocyte-macrophage colony-stimulating factor (GM-CSF), chemokine ligand 5 (CCL5/RANTES), IL-13, IL-4 and MIP-1α, were not detected in EBC of severe inhalation injury patients and healthy controls. Vascular endothelial growth factor (VEGF) and IL-12 p70 in EBC of severe aspiration injury patients were slightly decreased as compared with healthy controls, while IL-7 and IL-17 were slightly increased, but the differences were not statistically significant. ② Six inflammatory cytokines in plasma: the levels of IL-6 and IL-8 in the severe aspiration injury group were significantly increased as compared with healthy controls [IL-6 (ng/L): 18.51 (10.87, 26.21) vs. 0.22 (0.10, 0.36), IL-8 (ng/L): 10.75 (8.58, 18.79) vs. 1.06 (0.81, 2.14), both P < 0.01]. The plasma levels of TNF-α, IL-1β and IL-10 were slightly increased in patients with severe aspiration injury as compared with healthy controls, and IL-17 was slightly decreased, but the difference was not statistically significant. In the EBC collected during the same period, five inflammatory cytokines, including TNF-α, IL-1β, IL-6, IL-8 and IL-10, in patients with severe inhalation injury were significantly increased as compared with healthy controls [TNF-α (ng/L): 16.42 (12.57, 19.21) vs. 7.34 (6.11, 8.69), IL-1β (ng/L): 15.57 (10.53, 20.25) vs. 0.99 (0.67, 1.41), IL-6 (ng/L): 13.36 (9.76, 16.54) vs. 0.70 (0.42, 0.85), IL-8 (ng/L): 1 059.29 (906.91, 1 462.37) vs. 10.36 (8.40, 12.37), IL-10 (ng/L): 2.69 (1.54, 3.33) vs. 1.54 (1.18, 2.06), all P < 0.05]. ③ Dynamic changes of TNF-α in plasma and EBC: the level of TNF-α in EBC of patients with severe aspiration injury was lower than that in plasma. Plasma TNF-α level was increased gradually with the extension of time after injury, and was significantly higher than that of healthy controls on day 3 [ng/L: 30.38 (24.32, 39.19) vs. 22.94 (17.15, 30.74), P < 0.05], and reached the peak on day 14, then fell back. The level of TNF-α in EBC at 12 hours after injury was significantly higher than that in healthy controls [ng/L: 15.34 (11.75, 18.14) vs. 6.99 (6.53, 7.84), P < 0.01], and reached the peak on 3 days after injury, and then gradually decreased. Conclusion:There are changes in the expression of multiple cytokines in EBC of patients with severe inhalation injury, and the changes of many inflammatory cytokines including TNF-α are more sensitive than those in plasma, which can be used to monitor and evaluate the condition of patients with inhalation injury.
5. Current situation and related policies on the implementation and promotion of influenza vaccination among health care workers
Lili XU ; Jinhua ZHAO ; Ying QIN ; Zhibin PENG ; Jiandong ZHENG ; Liping WANG ; Xiaojin DING ; Luzhao FENG ; Yongcheng MA
Chinese Journal of Preventive Medicine 2019;53(10):973-977
Health care workers have higher risk of influenza infection because of their occupational exposure to infected patients. Infection of the health care workers may not only result in the increasing risk of the nosocomial infection and family transmission, but also disrupt the health services due to absence from work. Health care workers were recommended as a priority group of influenza vaccinationin more than 40 countries and regions in the world. In recent years, domestic surveys show that the influenza vaccine coverage among health care workers was low. This paper outlines the current status and related policies of influenza vaccination among health care workers in China and global. Additionally, we analyzed and discussed the proper immunization strategy of influenza vaccine for medical staff in China.
6.Current situation and related policies on the implementation and promotion of influenza vaccination among health care workers
Lili XU ; Jinhua ZHAO ; Ying QIN ; Zhibin PENG ; Jiandong ZHENG ; Liping WANG ; Xiaojin DING ; Luzhao FENG ; Yongcheng MA
Chinese Journal of Preventive Medicine 2019;53(10):973-977
Health care workers have higher risk of influenza infection because of their occupational exposure to infected patients. Infection of the health care workers may not only result in the increasing risk of the nosocomial infection and family transmission, but also disrupt the health services due to absence from work. Health care workers were recommended as a priority group of influenza vaccinationin more than 40 countries and regions in the world. In recent years, domestic surveys show that the influenza vaccine coverage among health care workers was low. This paper outlines the current status and related policies of influenza vaccination among health care workers in China and global. Additionally, we analyzed and discussed the proper immunization strategy of influenza vaccine for medical staff in China.
7.Current situation and related policies on the implementation and promotion of influenza vaccination among health care workers
Lili XU ; Jinhua ZHAO ; Ying QIN ; Zhibin PENG ; Jiandong ZHENG ; Liping WANG ; Xiaojin DING ; Luzhao FENG ; Yongcheng MA
Chinese Journal of Preventive Medicine 2019;53(10):973-977
Health care workers have higher risk of influenza infection because of their occupational exposure to infected patients. Infection of the health care workers may not only result in the increasing risk of the nosocomial infection and family transmission, but also disrupt the health services due to absence from work. Health care workers were recommended as a priority group of influenza vaccinationin more than 40 countries and regions in the world. In recent years, domestic surveys show that the influenza vaccine coverage among health care workers was low. This paper outlines the current status and related policies of influenza vaccination among health care workers in China and global. Additionally, we analyzed and discussed the proper immunization strategy of influenza vaccine for medical staff in China.
8.A case of idiopathic hypertrophic cranial pachymeningitis presenting as chronic subdural hematoma.
Zhan HE ; Fang DING ; Jiandong RONG ; Yongli GAN
Journal of Zhejiang University. Medical sciences 2016;45(5):540-543
A 26-year-old male presented with a 6-day history of paroxysmal headache which was worsen with nausea and vomiting for 1 day. Head CT on admission revealed left chronic subdural hematoma with midline shift. An emergency Burr hole drainage for hematoma was performed. Headache recurred 6 days later. MRI of the brain revealed a diffuse thickening and a gadolinium-enhancement of the falx, cranial dura mater and tentorium cerebelli on the left side with pia mater involved. Lumber puncture showed increased intracranial pressure and elevated IgG level in cerebrospinal fluid. Histological examination of the biopsy specimen showed thickened, fibrotic dura with a sterile chronic inflammation. According to pathological examination, idiopathic hypertrophic cranial pachymeningitis was considered as the final diagnosis. Symptoms were improved with steroid pulse therapy.
Adult
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Biopsy
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Brain
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pathology
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Drainage
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Dura Mater
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pathology
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Hematoma, Subdural, Chronic
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etiology
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surgery
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Humans
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Hypertrophy
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diagnosis
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Immunoglobulin G
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cerebrospinal fluid
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Intracranial Hypertension
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etiology
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Magnetic Resonance Imaging
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Male
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Meningitis
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diagnosis
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Steroids
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administration & dosage
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therapeutic use
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Tomography, X-Ray Computed
9.A case of idiopathic hypertrophic cranial pachymeningitis presenting as chronic subdural hematoma
Zhan HE ; Fang DING ; Jiandong RONG ; Yongli GAN
Journal of Zhejiang University. Medical sciences 2016;45(5):539-542
A 26-year-old male presented with a 6-day history of paroxysmal headache which was worsen with nausea and vomiting for 1 day.Head CT on admission revealed left chronic subdural hematoma with midline shift .An emergency Burr hole drainage for hematoma was performed .Headache recurred 6 days later .MRI of the brain revealed a diffuse thickening and a gadolinium-enhancement of the falx , cranial dura mater and tentorium cerebelli on the left side with pia mater involved .Lumber puncture showed increased intracranial pressure and elevated IgG level in cerebrospinal fluid.Histological examination of the biopsy specimen showed thickened , fibrotic dura with a sterile chronic inflammation .According to pathological examination , idiopathic hypertrophic cranial pachymeningitis was considered as the final diagnosis .Symptoms were improved with steroid pulse therapy .
10.Anti-infection value of combined determination of serum levels of procalcitonin, C-reactive protein,prealbumin, white blook cell in the elderly with bacterial infection
Huaiping LIU ; Jiandong ZHANG ; Xian DING ; Shufen ZHOU ; Shuye LIU
Chinese Journal of Geriatrics 2012;31(10):863-866
Objective To evaluate the clinical significance of the combined determination of serum procalcitonin (PCT),C reactive protein(CRP),prealbumin(PA)and white blood cell(WBC) in curative effect and prognosis of elderly patients with bacterial infection.Methods Serum PCT,CRP,PA and WBC levels and their dynamic changes of 70 patients with bacterial infection from intensive care unit(ICU)were measured.The patients with bacterial infection were classified into serious infection group and local infection group.And the comparison with virus infection group was made.Results The levels of PCT(18.00±3.20)μg/L and CRP(86.17±10.64)mg/L in serious infection group and local infection group[PCT(2.03±0.46)μg/L,CRP(50.24±7.45)mg/L] were increased.The contents of PA were reduced[(3.214±0.88)mg/L,(12.89± 1.03)mg/L].The levels of WBC were increased mildly[(8.89±1.23) × 109/L,(6.54±0.87) × 109/L].The differences were statistically significant between bacterial infection groups(serious infection group and local infection group) and virus infection group [PCT (0.21 ±0.06)μg/L,CRP (5.21 ±0.84) mg/L,PA (20.14 ±2.57)mg/L,WBC (5.30 ± 0.93) × 109/L] (P< 0.01).Serum PCT,CRP.PA and WBC showed significant differences between serious infection group and local infection group(P<0.01).After antibiotic treatment,the levels of PCT (0.5 ± 0.08) μg/L,CRP (10.32 ± 1.65) mg/L and WBC (6.30± 0.91) × 109/L in bacterial infection group were reduced obviously and the concentration of PA (18.19±2.66)mg/L was elevated compared with before treatment [PCT(11.61±8.27)μg/L,CRP (71.80±20.09)mg/L,WBC(7.95± 1.59) × 109/L,PA(7.08±4.87)mg/L] (P<0.01).Correlative analysis was performed between PCT and others indicators before and after antibiotic treatment in bacterial infection group and virus infection group.There was positive correlation between PCT and CRP,WBC before(r=0.586,0.445) and after treatment (r=0.688,0.463) in bacterial infection group.PCT and WBC(r=0.432) were positively correlated after treatment,while no correlation existed between PCT and others indexes in virus infection group(r<0.306).When comparing sensitivity and specificity of PCT and CRP for diagnosis of bacterial infection disease,the sensitivity (95.7%) of PCT was similar to that of CRP.The specificity of PCT(86.7%) was remarkably higher than that of CRP(73.3%).Conclusions The combination of serum PCT,CRP.PA and WBC is valuable for early diagnosis of bacterial infection disease.Monitoring PCT level dynamically would assist an evaluation of curative effect and disease outcome of elderly patients.

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