1.Application of a deep learning-based three-phase CT image models for the automatic segmentation of gross tumor volumes in nasopharyngeal carcinoma
Guorong YAO ; Kai SHEN ; Feng ZHAO ; Siyuan WANG ; Zhongjie LU ; Kejie HUANG ; Senxiang YAN
Chinese Journal of Radiological Medicine and Protection 2024;44(2):111-118
Objective:To investigate the effectiveness and feasibility of a 3D U-Net in conjunction with a three-phase CT image segmentation model in the automatic segmentation of GTVnx and GTVnd in nasopharyngeal carcinoma.Methods:A total of 645 sets of computed tomography (CT) images were retrospectively collected from 215 nasopharyngeal carcinoma cases, including three phases: plain scan (CT), contrast-enhanced CT (CTC), and delayed CT (CTD). The dataset was grouped into a training set consisting of 172 cases and a test set comprising 43 cases using the random number table method. Meanwhile, six experimental groups, A1, A2, A3, A4, B1, and B2, were established. Among them, the former four groups used only CT, only CTC, only CTD, and all three phases, respectively. The B1 and B2 groups used phase fine-tuning CTC models. The Dice similarity coefficient (DSC) and 95% Hausdorff distance (HD95) served as quantitative evaluation indicators.Results:Compared to only monophasic CT (group A1/A2/A3), triphasic CT (group A4) yielded better result in the automatic segmentation of GTVnd (DSC: 0.67 vs. 0.61, 0.64, 0.64; t = 7.48, 3.27, 4.84, P < 0.01; HD95: 36.45 vs. 79.23, 59.55, 65.17; t = 5.24, 2.99, 3.89, P < 0.01), with statistically significant differences ( P < 0.01). However, triphasic CT (group A4) showed no significant enhancement in the automatic segmentation of GTVnx compared to monophasic CT (group A1/A2/A3) (DSC: 0.73 vs. 0.74, 0.74, 0.73; HD95: 14.17 mm vs. 8.06, 8.11, 8.10 mm), with no statistically significant difference ( P > 0.05). For the automatic segmentation of GTVnd, group B1/B2 showed higher automatic segmentation accuracy compared to group A1 (DSC: 0.63, 0.63 vs. 0.61, t = 4.10, 3.03, P<0.01; HD95: 58.11, 50.31 mm vs. 79.23 mm, t = 2.75, 3.10, P < 0.01). Conclusions:Triphasic CT scanning can improve the automatic segmentation of the GTVnd in nasopharyngeal carcinoma. Additionally, phase fine-tuning models can enhance the automatic segmentation accuracy of the GTVnd on plain CT images.
2.Experimental study of domestic thulium laser ablation for the ablative surgical treatment of isolated porcine kidneys
Zhongjie HU ; Yuanbin HUANG ; Shuyao TAO ; Shuang MA ; Xinmiao MA ; Xiancheng LI
Chinese Journal of Urology 2024;45(5):366-371
Objective:Evaluation of the effectiveness of domestic ultrapulsed thulium laser ablation of isolated porcine kidneys.Methods:Forty-two fresh porcine kidneys were taken. One porcine kidney was dissected along the sagittal plane at the renal hilum, and then dissected along the coronal plane and divided into four pieces.A total of 168 pieces of renal tissues were obtained, of which 162 pieces were selected for the domestic hyperpulsed thulium laser ablation of isolated porcine kidneys using the single-needle method and the double-needle method, respectively. The ablation was carried out with different ablation modes (single-needle and double-needle methods), ablation power (4, 5, and 6 W), ablation modes (continuous, low-energy and high-frequency mode, and high-energy and low-frequency mode), and ablation time (10, 15, and 20 s). The size of the ablation area in terms of the long diameter, the short diameter, and the thick diameter were measured and recorded. The embedded tissues were sectioned and stained with HE to study the microscopic pathological characteristics of the ablation foci. The ablation foci volume and sphericity coefficient (Φ) were calculated, and the ablation foci volume and sphericity coefficient were statistically analyzed by analytic factorial design and one-way ANOVA.Results:The gross specimen showed that the single-needle ablation foci were elliptical in shape, containing black carbonized areas and gray-white necrotic areas with clear boundaries, and the peripheral renal tissues were pink, and the ablation focus was clearly demarcated from the normal tissues. The double-needle ablation foci were a large ellipse containing two small ellipse ablation foci, and the structure was similar to that of the single-needle method. Under the light microscope, the center of the ablation focus was a "cavity-like" carbonized area, outside of which was an area of coagulation necrosis, with deepened cell staining, reduced cell volume, disorganized arrangement, loose nuclei, nuclear consolidation, and some cell nuclei were cleaved and ablated. Ablation mode ( P<0.001), ablation pattern ( P <0.001), ablation time ( P <0.001), and ablation power ( P <0.001) all significantly affected ablation focus volume. The volume of the ablation foci increased with increasing number of needle feeds, longer ablation time, higher ablation power, and with the ablation mode being continuous mode. Single-needle ablation produced the largest volume of ablation foci (259.56 mm 3) in continuous mode, ablation time of 20 s, and ablation power of 6 W. Double-needle ablation produced the largest volume of ablation foci (452.00 mm 3) in continuous mode, ablation time of 20 s, and ablation power of 6 W. The analysis of the sphericity coefficient showed that in single-needle ablation, the sphericity coefficient was the largest (Φ=0.76) under the conditions of continuous mode, ablation power of 4 W, and ablation time of 15 s. The sphericity coefficient was the smallest (Φ=0.56) under the conditions of high-energy, low-frequency mode, ablation time of 10 s, and ablation power of 6 W, and the morphology of the ablation foci were more close to ellipsoid shape. When ablated by the double-needle method, the ablation foci morphology was closer to spherical shape (Φ=0.91) under the conditions of continuous mode, ablation time of 10 s, and ablation power of 5 W. The combined main effect and interaction results showed that ablation mode ( P<0.001), ablation pattern ( P<0.001), and ablation power ( P<0.001) significantly affected the sphericity coefficient of the ablation foci, and ablation time did not affect the ablation foci morphology. Conclusions:Domestic ultrapulsed thulium laser ablates isolated porcine kidney tissues with precise effect, the tissue morphology of the unablated area is normal, the thulium laser ablated foci have a definite safe boundary. Choosing double needle method, continuous mode, ablation power 6 W for 20 s, can ablate spherical cancer foci within 1 cm in diameter, which can be used for spherical small kidney cancer ablation. Selecting the single-needle method, high-frequency, low-energy mode and ablation power of 6 W, the ablation foci were similar to the oval volume, and could be used for the ablation of oval small renal cancer. However, this study is only limited to the animal ex vivo model, which needs to be confirmed by further study.
3.Mechanisms of imperatorin on regulating P-glycoprotein in blood-brain barrier based on network pharmacology and in vitro experi-ment
Yizhen SONG ; Wanxin YIN ; Yicong MA ; Yufan AN ; Jiaqi HUANG ; Zhongjie YAN ; Xiuwen WU ; Yuanyu WANG
Chinese Journal of Pharmacology and Toxicology 2023;37(z1):17-18
OBJECTIVE To explore mecha-nisms of imperatorin on regulating P-glycoprotein(P-gp)in blood-brain barrier(BBB)based on net-work pharmacology combined with in vitro experi-ment.METHODS Drug targets were predicted using the Pharmapper and Swiss targets data-bases;disease targets were obtained through the Genecards database;intersections between drugs and disease targets were screened by Cytoscape software;the obtained core targets were used to construct protein-protein interaction(PPI)network,gene ontology(GO)functions,and Kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analysis.The effects of imperatorin(20,50,100 μ mol·L-1)on P-gp activity were monitored in hCMEC/D3in vitro BBB model,and the effects of imperatorin on the expression of target proteins were verified using Western blot method.RESULTS 55 drug targets and 3102 disease targets were obtained from the network pharmacology screening,and 37 core targets were obtained after the combination.Enrichment analysis showed that core targets were closely related to chemical synaptic trans-mission regulation,neurotransmitter receptor activity,proteinkinaseregulationactivity,G protein-coupled receptor signaling pathway,neural active ligand receptor interaction pathway,PI3K-Akt sig-naling pathway,VEGF signaling pathway,etc..In vitro experimental validation suggested that all tested concentration groups of imperatorin signifi-cantly reduced the activity and expression of P-gp,which were achieved by significantly downregu-lating the phosphorylation levels of PI3K and Akt,and repressing the expression of VEGFR2 pro-tein.CONCLUSION Network pharmacology was used to predict the core targets and signaling pathways of imperatorin on regulating P-gp in BBB and relevant validation was conducted through in vitro experiments,providing a refer-ence basis for further exploration of the mecha-nisms of imperatorin on regulating P-gp in BBB.
4.The clinical application of CTA in the bronchial artery embolization treatment
Bing ZHANG ; Tianhua YUE ; Jian HUANG ; Hui ZHAO ; Zhongjie MEN
Journal of Practical Radiology 2019;35(6):963-966
Objective To evaluate the clinical application of CTA in the bronchial artery embolization treatment.Methods TwentyGeight patients undergoing bronchial artery embolization treatment were divided into two groups.Patients with the examination of bronchial artery CTA before interventional treatment were in group A,others in group B.In group A,according to the distribution of the bronchial artery shown by the CTA,the appropriate catheter was selected for the bronchial artery angiography and embolization.In group B,various catheters for the bronchial artery angiography were performed to find the responsible blood vessels for embolization.The total therapeutic effect, operation time,DSA exposure time and contrast agent were compared between the two groups.Results The pretreatment CTA and DSA contrast were compared and the consistency of the bronchial artery was 90.9%.The effective efficiency of group A was 100%, and the effective rate of group B was 83.3 3%.The time of operation was (6 6.9 ± 1 4.5 )min in group A and (1 3 3.5 ± 1 9.4)min in group B,respectively.DSA exposure time was (2 7.9 ± 1 3.8)min and (5 5.1 ± 1 7.2 )min respectively,and the contrast agent dosage was (89.7±1 7.1)mL and (235.1±1 6.6)mL respectively.The differences between the two groups were statistically significant (P<0.0 1).Conclusion The bronchial artery CTA examination before interventional treatment is an advantage in increasing the success rate,saving time,and improving efficacy.
5.Synchrotron radiation phase contrast CT imaging of in vitro biological soft tissue
Jianfa ZHANG ; Xiujun CHEN ; Wenjing LI ; Zhongjie HUANG ; Chaosen ZHONG ; Guangzhao ZHOU ; Shunfa LIN
Chinese Journal of Medical Imaging Technology 2018;34(2):171-175
Objective To explore the feasibility of in vitro biological soft tissue imaging by using synchrotron radiation phase contrast CT.Methods Three samples of resected human cardia,two samples of resected human esophageal carcinoma and esophagus,as well as two samples of middle cerebral artery tissue extracted from corpses were fixed and airdried at room temperature for synchrotron radiation phase contrast CT imaging.The images of soft tissue structures were observed and compared with pathological findings.Results The images of synchrotron radiation phase contrast CT showed three-layer structure of cardia and esophagus,mucous,submucosa and muscular layer.The surface of mucous layer was smooth.The images of esophageal carcinoma showed cancerous tissue infiltrating esophageal wall.The wall and lumen of cerebral arteries could be also clearly displayed.Conclusion Synchrotron radiation phase contrast CT imaging can clearly display fine structures of in vitro biological soft tissue.
6.Primary exploration of energy spectral CT water -based material decomposition technology for the detection of bone marrow edema in sacroiliitis
Zhongjie HUANG ; Fenxiong LIANG ; Ruyao ZHUANG ; Zhengyu XIAO ; Yuan LIU
Chinese Journal of Primary Medicine and Pharmacy 2017;24(4):481-484
Objective To explore the value of water -based material decomposition images for detection of bone marrow edema (BME)in sacroiliitis with energy spectral CT.Methods The sacroiliac (SI)joints of nine spondyloarthropathy patients with sacroiliitis (the research group)and eight healthy volunteers (the control group) were underwent MRI and energy spectral CT.The mixed energy image of energy spectral CT was reconstructed to be mono energy image.Then,the mono image was divided into water -based image and calcium image by material divid-ed and analyzed software.The SI para -articular marrow region water -calcium relative concentration of research group was compared with that of control group.The BME diagnosis efficiency and optimal water -based concentration of energy spectral CT was analyzed by receiver operating characteristic (ROC)curve.Then,the sensitivity,specificity, positive likelihood ratio and negative likelihood ration were calculated.Results The water -based concentration of BME in research group (1 067.43 ±10.84)g/L was higher than that of control group (1 039.43 ±8.01)g/L(t =-3.14,P =0.003).Meanwhile,the calcium -based concentration of research group (68.98 ±20.53)g/L was not different from control group (78.03 ±26.39)g/L(t =1.88,P =0.066).ROC curve showed that the diagnosis efficiency was medium as the area of under curve was 0.75.When the optimal concentration of water -based was 1 052.00g/L,the diagnosis efficiency was the best.The sensitivity and specificity was 84.00%,62.50% respectively. Conclusion There are reference value and potential clinical value with energy spectral CT water -based concentra-tion detection for diagnosis BME in patients with sacroiliitis.
7.The value of serum NT-proBNP,IL-6 and TNF-α in evaluation of severity and prognosis of lung injury
Yuancheng HONG ; Linjie HONG ; Zhongjie HUANG ; Xincheng HUANG
International Journal of Laboratory Medicine 2017;38(12):1603-1605
Objective To observe the expression of N-terminal pro-brain natriuretic peptide(NT-proBNP),interleukin(IL)-6 and TNF(tumor necrosis factor)-α in patients with acute lung injury(ALI),and to evaluate its value in the evaluation of severity and prognosis of lung injury.Methods A total of 76 patients with ALI treated in this hospital from August 2015 to August 2016 were enrolled in this study and 50 healthy subjects were selected as the control group.The levels of NT-proBNP,IL-6 and TNF-α in the serum of the two groups were compared and their relationship with prognosis were evaluated.Results The levels of NT-proBNP,IL-6 and TNF-α in serum of ALI group were significantly higher than those of healthy control group(P<0.05).The levels of NT-proBNP,IL-6 and TNF-α in the patients with severe lung injury were significantly higher than those in the patients with moderate lung injury(P<0.05);and each index in the patients with moderate lung injury was also significantly higher than those in the patients with mild lung injury(P<0.05).The NT-proBNP,IL-6 and TNF-α levels of the patients with ALI in the death group were significantly different from those in the survival group(P<0.05).Conclusion The levels of serum NT-proBNP,IL-6 and TNF-α can not only reflect the severity of lung injury,but also have a high predictive value for prognosis.
8.Interpretation ofof the version 2014.
Yue JIAO ; Zhongchao WU ; Jing HU ; Wenna ZHOU ; Jingjing WANG ; Jinhong YANG ; Zhongjie CHEN ; Rongjun LI ; Ziming HUANG ; Lina WANG
Chinese Acupuncture & Moxibustion 2016;36(7):751-756
) was updated in 2014 on the basis of the version 2011. Inof the updated version, the evidence quality grade and GRADE were adopted for the evidence evaluation and recommendation grading in methodology, and the clinical feasibility was stressed. In text, the recognition of modern medicine was updated, the sta-ging treatment of acupuncture and moxibustion was emphasized, the inclusive articles were expanded and the important indexes of efficacy evaluation were increased and highlighted. The paper aims to provide the instruction for the application ofof the version 2014.
9.Clinical outcome of modified posterolateral approaches for the treatment of posterolateral tibial plateau fractures
Hao WU ; Youcheng QI ; Rongbin SUN ; Jianfeng HUANG ; Jian ZHAO ; Zhongjie YU
Clinical Medicine of China 2016;32(9):823-826
Objective To observe the clinical outcome of modified posterolateral approaches for the treatment of posterolateral tibial plateau fractures. Methods From January 2012 to January 2015,13 patients with posterolateral tibial plateau fractures were identified in the Second Hospital of Changzhou Affiliated to Nan?jing Medical University. All the posterolateral fractures were fixated with a plate. The knee function was evaluated at the last follow?up by the Hospital for Special Surgery( HSS) Score,and the occurrence of postoperative compli?cations were observed. Results Thirteen patients were followed up for an average of 14. 4 months,all patients obtained bony union. There were no significant differences regarding the mean HSS score among 3 months, 6 months and 1 year post?operation((71. 6±1. 5) points, (76. 4±1. 6) points, (83. 2±1. 1) points;P=0. 154) . There were no significant differences regarding the tibial plateau angle and posterior slope angle on radiograph?ies of inside and outsideamong immediate,6 and 12 months postoperation((83. 7±1. 7)°,(84. 3±1. 5)°,(85. 1 ±1. 4)°,(85. 4±1. 5)°;(7. 7±1. 5)°,(7. 7±1. 4)°,(7. 7±1. 3)°,(7. 6±1. 8)°;P=0. 223,0. 191). No com?plications associated with the approach were observed and there was no infection,no malunion or fixation failure either. Conclusion In the treatment of posterolateral tibial plateau fractures,the modified posterolateral approa?ches can result in excellent fracture reduction under direct visualization and allow for posterior buttress plating.
10.Evaluation of DWI in detecting active sacroiliitis in patients with axial spondyloarthritis
Ruyao ZHUANG ; Shitao GUO ; Zhongjie HUANG ; Zhengyu XIAO ; Yuan LIU
Chinese Journal of Primary Medicine and Pharmacy 2014;(19):2890-2893
Objective To evaluate the value of DWI in detecting active sacroiliitis in patients with axial spondyloarthritis ( SpA) .Methods DWI and conventional MRI examinations were done oblique coronary on bilateral SIJs of 19 participants,involving 8 patients (the case group) underwent clinical and conventional MRI evaluation for axial SpA active sacroiliitis and 11 healthy volunteers(the control group).The conventional MRI,DWI,ADC,EADC images were transmitted to two experienced radiologists respectively to read ,evaluate and measure ( the ADC values and EADC values ) at the workstation under the blind method .The experimental data were inputted and analyzed by statistics software .Results In the control group ,the periarticular bone marrow in the SIJ showed hopyintense signal on the DWI image ,hypointense signal on the ADC image and hyperintense signal on the EADC image .The periarticu-lar bone marrow oedema showed hyperintense signal on the DWI and ADC images , while hopyintense signal on the EADC image.At b values of 300s/mm2 ,the ADC values of the periarticular bone marrow oedema at each side in the case group were significantly higher than those in the control group , while EADC values were lower , the difference were statistically significant(Z=-3.115,-2.814,-3.002,-3.115,-3.115,-2.714,-2.889,-3.115,all P<0.05).Conclusion DWI can directly detect the signal changes ,extent of the periarticular bone marrow oedema , and analyze the severity of oedema quantitively ,which shows the utility in determining the activity and early diagnosis .

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