1.Spatial radiomics model for identifying supratentorial pilocytic astrocytoma and ganglioglioma based on MRI
Tianliang ZHAN ; Jianrui LI ; Qiang XU ; Zhizheng ZHUO ; Junjie LI ; Haohui CHEN ; Ya'ou LIU ; Zhiqiang ZHANG
Chinese Journal of Radiology 2024;58(12):1381-1387
Objective:To construct a spatial radiomics model based on the spatial distribution characteristics of supratentorial pilocytic astrocytoma (PA) and ganglioglioma (GG) and to evaluate its differential diagnosis efficiency.Methods:The study was a cross-sectional study. A retrospective collection of 244 patients with episodic PA and GG who attended Beijing Tiantan Hospital of Capital Medical University (Center 1) from June 2016 to June 2022 and 116 patients with episodic PA and GG who attended General Hospital of Eastern Theater Command (Center 2) from March 2019 to October 2022 was performed. The patients in Center 1 were divided into a training set (171 patients) and a validation set (73 patients) in a 7∶3 ratio according to the random number table method, and the patients in Center 2 as a whole were regarded as test sets. All patients underwent MRI. Segmentation of tumor based on enhanced T 1WI and T 2WI images, alignment to standard space to generate a statistical parametric mapping of tumor locations and intergroup comparison was conducted. The Johns Hopkins University template was used to extract 189 tumor location features to construct a spatial model of tumor location; PyRadiomic 3.0.1 software was used to extract tumor radiomics features to construct a radiomics model; and the two models were fused to construct a spatial radiomics model. The efficacy of spatial radiomics model, spatial model, and radiomics model to discriminate PA from GG was analyzed using receiver operating characteristic curves and area under the curve (AUC). The generalization ability of the model was assessed by the difference in accuracy between the test sets and the validation sets (ΔACC). The clinical utility of the model was compared using clinical decision curves and calibration curves. Results:The statistical parametric mapping of lesions showed that supratentorial PA was vulnerable to medial structure areas such as suprasellar region, thalamus, basal ganglia and frontal lobe, temporal lobe, parietal lobe. GG was mainly distributed in bilateral temporal lobes, as well as frontal lobe, occipital lobe and parietal lobe. The AUCs of spatial radiomics model, radiomics model and spatial model to identify PA and GG in the test set were 0.876, 0.785, and 0.819, with accuracies of 77.59%, 72.41%, and 77.14%, respectively, and ΔACCs in the test set and validation set were 11.6%, 15.43%, and 6.94%, respectively. The clinical decision curves showed an overall greater clinical benefit of the spatial radiomics model compared with the conventional radiomics model and spatial model.Conclusion:Spatial radiomics model containing spatial information on lesion location can improve the diagnostic efficacy of supratentorial PA and GG, and enhance the generalization of the prediction model.
2.Preliminary imaging study on the distribution of female Volumetric Breast Density
Jiahao WANG ; Rui QIU ; Ankang HU ; Tianliang KANG ; Zechen FENG ; Yantao NIU ; Junli LI
Chinese Journal of Radiological Medicine and Protection 2022;42(10):806-811
Objective:To describe the distribution of volumetric breast density(VBD) in different ages of Chinese women based on X-ray mammograms.Methods:Based on mammographic images of 1 140 patients from January 2010 to December 2016 in a hospital in Beijing, the VBD of women was assessed by Volpara 1.5.1 and graded according to breast imaging reporting and data system published by American College of Radiology. The patients were divided into two groups according to the median age, and the two independent samples t-test was used to compare them. The patients were also divided into four groups according to age ( <40 years, 40-49 years, 50-59 years, ≥ 60 years), and the breast thickness, breast volume, glandular volume, and VBD were compared using a One-way ANOVA analysis. Results:The median age was 50 years. The compressed breast thickness and breast volume in patients over 50 years were significantly higher than those in patients below 50 years ( t= -8.99, -7.92, P<0.001), while glandular volume and VBD were significantly lower than those below 50 years ( t= 8.11, 18.49, P<0.001). The compressed breast thickness, breast volume, glandular volume, and VBD were statistically significant different among four groups ( F=27.10, 22.34, 25.70, 122.03, P<0.001). Patients over 60 years had the lowest VBD ( t=-12.56, -15.27, -4.57, P<0.001). VBD was negatively correlated with ages ( r=0.47, P<0.001). Conclusions:The compressed breast thickness and breast volume increased with ages, while the glandular volume and VBD decreased with ages.
3.Bispecific prodrug nanoparticles circumventing multiple immune resistance mechanisms for promoting cancer immunotherapy.
Jiayi YE ; Bo HOU ; Fangmin CHEN ; Shunan ZHANG ; Muya XIONG ; Tianliang LI ; Yechun XU ; Zhiai XU ; Haijun YU
Acta Pharmaceutica Sinica B 2022;12(6):2695-2709
Cancer immunotherapy is impaired by the intrinsic and adaptive immune resistance. Herein, a bispecific prodrug nanoparticle was engineered for circumventing immune evasion of the tumor cells by targeting multiple immune resistance mechanisms. A disulfide bond-linked bispecific prodrug of NLG919 and JQ1 (namely NJ) was synthesized and self-assembled into a prodrug nanoparticle, which was subsequently coated with a photosensitizer-modified and tumor acidity-activatable diblock copolymer PHP for tumor-specific delivery of NJ. Upon tumor accumulation via passive tumor targeting, the polymeric shell was detached for facilitating intracellular uptake of the bispecific prodrug. NJ was then activated inside the tumor cells for releasing JQ1 and NLG919 via glutathione-mediated cleavage of the disulfide bond. JQ1 is a bromodomain-containing protein 4 inhibitor for abolishing interferon gamma-triggered expression of programmed death ligand 1. In contrast, NLG919 suppresses indoleamine-2,3-dioxygenase 1-mediated tryptophan consumption in the tumor microenvironment, which thus restores robust antitumor immune responses. Photodynamic therapy (PDT) was performed to elicit antitumor immunogenicity by triggering immunogenic cell death of the tumor cells. The combination of PDT and the bispecific prodrug nanoparticle might represent a novel strategy for blockading multiple immune evasion pathways and improving cancer immunotherapy.
4.A study on the application of organ dose modulation technique to reduce breast radiation dose in chest CT imaging
Yongxian ZHANG ; Yantao NIU ; Lili ZHANG ; Senlin GUO ; Dandan LIU ; Binbin YU ; Jianxing WU ; Tianliang KANG ; Shijun WANG ; Wei LI
Chinese Journal of Radiology 2020;54(6):587-591
Objective:To investigate the effect of organ dose modulation (ODM) technique on reducing the breast radiation dose in chest CT scanning.Methods:In the phantom test, the PBU-2 adult chest module was used. The clinical chest scan protocol was used and three sets of scans performed on the chest module: (1) ODM off group, ODM was not used; (2) ODM part group, ODM was applied only in the breast region; (3) ODM all group, ODM was applied in the whole scan scope. Other scan parameters were same for the three groups, with smart mA applied. The volume CT dose index (CTDI vol) was recorded for all three groups. A long rod ionization chamber was placed in a fixed position in front of the right breast area to measure the breast skin dose (D). The contrast noise ratio (CNR) and the figure of merit (FOM) were measured respectively. In clinical research, 72 female patients who underwent chest CT scanning in Beijing Tongren Hospital Capital Medical University from August to November 2018 were retrospectively recruited. According to the application of ODM, the patients were divided into ODM off group (without ODM, 36 cases) and ODM part group (ODM applied in the breast region, 36 cases). The CTDI vol and the dose length product (DLP) were recorded. CNR, noise of images were measured and calculated, respectively. The image quality was evaluated by subjective evaluation scores. The one way ANOVA analysis was used in comparing the difference of CNR among the 3 groups in module test. As for clinical cases, the independent samples t test was used to compare the difference in CTDI vol, DLP, CNR and the noise between two groups; and the rank-sum test was used for comparison in image quality subjective evaluation. Results:In module test, the radiation dose was highest in ODM off group, and lowest in ODM all group. The CTDI vol were (6.90±0.02), (6.26±0.02) and (5.99±0.02) mGy, and the D values were (9.17±1.01), (8.01±0.92) and (7.58±0.87) mGy for ODM off group, ODM part group and ODM all group respectively. The CNR values of images with soft tissue algorithm reconstruction were highest in ODM off group and lowest in ODM all group, while no statistically significant difference was displayed ( P>0.05). The CNR values of the images with lung algorithm reconstruction showed the same trend, with statistically significant difference among the three groups ( F=154.732, P=0.006). The FOM of the lung and soft tissue algorithm images was maximized when the ODM was partially applied. As for clinical cases, compared with ODM off group, the dose of ODM part group showed significantly decreased, with CTDI vol decreased by 16.12% ( t=2.604, P=0.011), and the DLP decreased by 16.85% ( t=3.293, P=0.002). No significant difference was found in CNR, noise and subjective score by two doctors between two groups ( P>0.05). Conclusion:The application of ODM in chest CT imaging can reduce the radiation dose of breast with simultaneously maintaining the image quality.
5.Evaluation of correlation between left ventricular mechanical contraction synchrony and left ventricular systolic function using a novel Cadmium-Zinc-Telluride SPECT
Qiting SUN ; Ruiliang HUANG ; Zhifang WU ; Jing MA ; Xuliang GUO ; Songhai FU ; Haixiong WANG ; Tianliang LI ; Rui XI ; Ping WU ; Li LI ; Sijin LI
Chinese Journal of Nuclear Medicine and Molecular Imaging 2020;40(6):357-361
Objective:To evaluate correlation between left ventricular mechanical contraction synchrony and left ventricular systolic function by gated myocardial perfusion imaging(GMPI) using Cadmium-Zine-Telluride (CZT) SPECT.Methods:Three hundred and forty three consecutive patients( 232 males, 111 females, age (60.08±12.88) years) who underwent CZT SPECT GMPI in Shanxi Cardiovascular Hospital between January and August 2019 were retrospectively analyzed. The Emory cardiac toolbox was used to process the imaging data, and the left ventricular systolic synchrony parameters and systolic function parameters were acquired, including peak phase(PP), phase standard deviation (PSD), phase histogram bandwidth(PHB), histogram skewness(HS), histogram kurtosis(HK), and end-diastolic volume( EDV), end-systolic volume (ESV), left ventrieular ejection fraction (LVEF). All patients were divided into 4 groups: the normal group (147 cases), ischemic cardiomyopathy group (114 cases), nonischemic cardiomyopathy without left bundle branch block (LBBB) group(50 cases)and nonischemic cardiomyopathy with LBBB group(32 cases). The relationship between systolic synchrony parameters and systolic function parameters were analyzed with Pearson correlation analysis.Results:Statistic results for all patients showed that PSD and PHB were well correlated with LVEF( r values: -0.790, -0.799, both P<0.01), but PP was poorly correlated with LVEF( r=-0.194, P<0.01); HS, HK were positively correlated with LVEF( r values: 0.767, 0.676, both P<0.01); PSD, PHB were positively correlated with ESV( r values: 0.778, 0.795, both P<0.01) and EDV ( r values: 0.722, 0.732, both P<0.01); but PP was poorly correlated with ESV( r=0.145, P<0.01) and not correlated with EDV ( r=0.095, P>0.01). HS, HK were negatively correlated with EDV and ESV ( r values: -0.700 to -0.580, all P<0.01). PSD and PHB showed negatively correlation with LVEF ( r values: -0.834 to -0.492, all P<0.01), while HS, HK showed positive correlation with LVEF ( r values: 0.243-0.792, all P<0.01) in normal group, the ischemic cardiomyopathy group, the nonischemic cardiomyopathy without LBBB group and the nonischemic cardiomyopathy with LBBB group. Conclusions:The left ventricular systolic synchrony parameters provided by CZT SPECT GMPI correlate well with the left ventricular systolic function parameters, and the worse systolic function, the worse systolic synchrony. Both ischemic cardiomyopathy and non-ischemic cardiomyopathy can affect left ventricular mechanical contraction synchrony, and the effect on contraction synchrony in non-ischemic cardiomyopathy patients with LBBB is greater.
6.A phantom study on the effects of detector coverage and pitch combined with organ dose modulation techniques on radiation dose and image quality in chest CT
Yongxian ZHANG ; Yantao NIU ; Lili ZHANG ; Senlin GUO ; Tianliang KANG ; Jianxing WU ; Shijun WANG ; Wei LI
Chinese Journal of Radiology 2019;53(6):464-469
Objective To explore the effects of detector width and pitch on radiation dose and image quality when using organ dose modulation (ODM) technology in a wide?area detector CT scanning. Methods Based on the clinical chest scan protocol,3 sets of scans of the chest phantom were performed using any combination of two detector width (40 mm and 80 mm) and pitch (0.500,1.000 and 1.375) with the same parameters:1 Do not use ODM technology (ODM off),2 open ODM (ODM part) 240 mm from scan start layer to breast area,3 open ODM (ODM all) in full 320 mm scan range. A long rod ionization chamber was placed in the fixed position in front of the right breast area. The scanning parameters of each group were measured 7 times, and the volume computed tomography dose index (CTDIvol) and breast skin dose measurement values D were recorded and the mean was calculated and recorded as Dav. The coronal 5 mm thick images of lung and soft tissue algorithms were reformed. It was divided into three parts in the Z?axis direction, and the contrast?to?noise ratio (CNR) and figure of merit (FOM) were measured separately. Independent sample t test was used for CTDI and breast skin doses D and CNR at both detector widths. ANOVA was used for dose and CNR of three sets of pitch (0.500, 1.000, and 1.375) and the three ODM techniques. Result The FOM factor was the largest when using an 80 mm detector with a pitch of 0.992 and partially turning on the ODM. The radiation dose of the three ODM groups decreased in turn, and the effect of ODM on CTDIvol (P=0.019) and breast skin dose (P=0.002) was statistically significant. The width of the detector increased and the dose was increased. The width of the detector was statistically significant for CTDIvol (t=-2.723, P=0.015). There was no statistically significant effect on the breast skin dose (t=-0.908, P=0.377). The effects of the pitch were not statistically significant for CTDIvol (P=0.254) and breast dose (P=0.146). The CNR of the three ODM groups decreased in turn, and the effect of ODM on the soft tissue image CNR was not statistically significant (P=0.146). The CNR of lung algorithm image (P=0.030) had significant effects. The multiple comparisons:only ODM all was significantly different from ODM off (P=0.009). With the increase of detector width,the values of CNR increased,the values of CNR (t=-4.128,P=0.001) of lung images were significantly affected. The effects on the soft tissue images were not statistically significant (P=0.187). There was no statistically significant difference in the effect of pitch on the CNR (P=0.660) of the lung images. The effects of the pitch on the values of CNR of soft tissue images (F=11.756,P=0.001) were statistically significant. By multiple comparisons, the difference of CNR between 0.500 (P=0.000) and 1.375 (P=0.013) was statistically significant compared with that when the pitch was 1.000. There was no significant difference among the three ODM modes (P>0.05) on the values of CNR of upper and middle parts of lung and soft tissue arithmetic images. The differences of CNR between ODM all and the other two groups were statistically significant (P<0.05) on the bottom part of images. Conclusion The changes of detector width and pitch will affect the organs dose modulation technique, and then affect the radiation dose and image quality. When using 80 mm detector with the pitch of 0.992 and partially turning on ODM in chest CT scan,achieving the optimized benefits of quality and dose.
7.A phantom study of the effects of tube voltage combined with organ dose modulation on radiation dose and image quality in chest CT
Yongxian ZHANG ; Yantao NIU ; Dandan LIU ; Wei LI ; Lili ZHANG ; Jianxing WU ; Tianliang KANG ; Senlin GUO
Chinese Journal of Radiological Medicine and Protection 2019;39(7):529-533
Objective To investigate the effects of different tube voltages on the dose of superficial radiation-sensitive organs and image quality when using organ dose modulation( ODM) in chest CT. Methods Based on clinical chest CT protocol with the sameother parameters, chest phantom was scanned using 140, 120, 100, and 80 kv ( 100 kV was the recommended by the CT system) without ODM ( ODM off ) or with ODM from the starting layer to the breast area ( ODM part ) . A long rod ionization chamber was placed iat a fixed position in front of the right breast area. The scans were repeated for 7 times with each group of scanning parameters and dose values were measured for each scanning, the CTDIvol and breast skin dose measurements( D) were recorded. Coronal images of 5 mm thickness for the lung and soft tissue algorithms were reformatted. The images were divided into 8 parts along the z axis direction, the contrast noise ratios( CNR) for every region were measured. For CTDIvol , D, CNR for different ODM and tube voltage scanning modes, two factor non-repeat test ANOVA was performed. LSD method was used for comparison among groups. Results The CTDIvol was lowest at 80 kV, and the breast skin dose measurement was lowest at 100 kV, CTDIvol decreased in turn from140 to 80 kV ( F=105. 5795, P<0. 05) . The breast skin dose measurement decreased in turn from140 to 100 kV, but increased instead at 80 kV. The difference was statistically significant(F=27. 736, P<0. 05). Compared with ODM off , the CTDIvol and D for ODM part both declined and the differences were statistically significant ( F=39. 732, 81. 961, P<0. 05). The CNRs of the lung and soft tissue images decreased at every tube voltage(F=12. 809, 11. 261, P<0. 05 ) . The CNRs decreased from140 to 100 kV, but there was no statistical difference( P>0. 05) , and the difference was significant at 80 kV( P<0. 05) . Compared with ODM off, the CNRs of lung and soft tissue algorithm images with ODM part decreased, withnot statistically significant differences ( P>0. 05 ) . Conclusions In clinical practice, with the tube voltage not less than the recommended(100 kV), the optimal reduction of breast radiation dose can be achieved by reducing kV and using ODM on the premise of resonable image quality.
8.Research updates on surgical treatments for portal hvpertension
Jinwei YANG ; Zhen MA ; Jike HU ; Tianliang SONG ; Xiaohong LIU ; Chunyu GENG ; Zhijian HAN ; Yumin LI ; Hao CHEN
Chinese Journal of Hepatobiliary Surgery 2017;23(9):640-645
Portal hypertension is a common clinical syndrome in chronic liver disease,such as schistosomiasis,portal vein occlusion cirrhosis and so on,which can be diagnosed when the hepatic venous pressure gradient is (HVPG) > 5 mmHg (1 mmHg =0.133 kPa).It could lead to gastroesophageal varicose veins rupture,ascites,spontaneous bacterial peritonitis,hepatorenal syndrome,hepatopulmonary syndrome,hepatic encephalopathy and some other serious complications,and is the primary death cause in cirrhosis and liver transplantation.The development of portal hypertension has experienced 4 phases ineluding the research about portal hypertension related theories and animal trial phase,preclinical tests and data accumulation phase,devascularization and shunts rapid development phase,the development phase of new technologies such as interventional and endoscopic surgical treatment,liver transplantation since the middle of the 19th century.The surgical procedures have been modified,which greatly reduce the complication and improve the life quality after operation.But so far none of them can cure portal hypertension thoroughly.This paper not only introduces the pathophysiologic basis of the surgical treatment,but also reviews the history of its development to summarize the recent progress,which may facilitate its surgical treatment.
9.Establishment of dual liver transplantation rat model
Hao CHEN ; Tianliang SONG ; Zhijian HAN ; Aiqun ZHANG ; Xiaohong LIU ; Zhengkui PENG ; Yumin LI
Chinese Journal of Hepatobiliary Surgery 2016;22(9):630-632
Objective To establish a dual liver transplantation rat model,which could benefit the future clinical practice.Methods Y type vein derived from the crossover segment of vena cava and two iliac veins in donor and Y type bile duct prosthesis were employed to recanalize portal vein and bile duct from dual liver grafts to recipient liver.The dual right upper lobes with about 45% ~ 50% of the recipient liver volume were taken as donor.One was orthotopically implanted at its original position,while the other was rotated 180° sagittally and heterotopically positioned in the left upper quadrant.Survival rate was analyzed to evaluate the function of dual liver grafts.Results A total of 7 rats which underwent dual liver transplantation survived more than 7 days and the survival rate was 58.3%.5 rats died due to abdominal hemorrhage,bile leakage and liver abscess.Conclusion Using Y type vein and bile duct prosthesis,we successfully established a novel rat model of dual right upper liver lobe transplantation.
10.The cure strategies of unstable fracture and dislocation of the lower cervical spine combined spinal cord injury
Yong LIU ; Tianliang LAN ; Hao GAO ; Changchun CHEN ; Wenlong LI ; Wei GONG
Chinese Journal of Postgraduates of Medicine 2016;(1):50-53
Objective To investigate the clinical effect and value of applications on different surgical treatments of unstable fracture and dislocation of the lower cervical spine combined spinal cord injury. Methods From January 2008 to December 2011, 110 cases of unstable fracture and dislocation of the lower cervical spine combined spinal cord injury patients who underwent surgical reduction, decompression, stabilization and fusion were divided into three groups with different operations: anterior group of 40 cases, posterior group of 22 cases, coadunation group of 48 cases. Preoperative Frankel grade: A-class of 12 cases, B-class of 17 cases, C-class of 30 cases, D-class of 38 cases, E-class of 13 cases. The average Cobb angle, sliding distance between vertebral body and Japanese Orthopaedic Association (JOA) scores before operation and after operation were compared. Results All the patients were followed up for 6 -24 months, the averaged period was 16 months. Solid fusion were obtained in all the cases at 4.3 months post-operative. There were no vascular, nervous, esophagus or spinal cord iatrogenic injury complications during the operation. There were no pseudarthrosis, bone nonunion or bone resorption, and there was no complications related to internal fixation breakage, loosening or displacement. One or two degree of Frankel grade recovery was achieved after surgery. The average Cobb angle, sliding distance between vertebral body and JOA scores in three group after operation were significant improved than those before operation (P<0.05). The JOA scores in coadunation group was significantly higher than that in anterior group and posterior group:(15.8±3.7) scores vs.(13.8±5.6), (14.2±3.5) scores, P<0.05. Conclusions One-stage anterior-posterior approach surgery is an ideal choice for unstable fracture and dislocation of the lower cervical spine combined spinal cord injury, for it provides unlocking reduction, canal decompression, and rigid reconstruction of the anterior-posterior column.It is benefit for the functional recovery of the spinal cord. But the risk increased, according to patient' s conditions carefully choose surgical options.

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