1.Development of a radiomics model to discriminate ammonium urate stones from uric acid stones in vivo: A remedy for the diagnostic pitfall of dual-energy computed tomography
Junjiong ZHENG ; Jie ZHANG ; Jinhua CAI ; Yuhui YAO ; Sihong LU ; Zhuo WU ; Zhaoxi CAI ; Aierken TUERXUN ; Jesur BATUR ; Jian HUANG ; Jianqiu KONG ; Tianxin LIN
Chinese Medical Journal 2024;137(9):1095-1104
Background::Dual-energy computed tomography (DECT) is purported to accurately distinguish uric acid stones from non-uric acid stones. However, whether DECT can accurately discriminate ammonium urate stones from uric acid stones remains unknown. Therefore, we aimed to explore whether they can be accurately identified by DECT and to develop a radiomics model to assist in distinguishing them.Methods::This research included two steps. For the first purpose to evaluate the accuracy of DECT in the diagnosis of uric acid stones, 178 urolithiasis patients who underwent preoperative DECT between September 2016 and December 2019 were enrolled. For model construction, 93, 40, and 109 eligible urolithiasis patients treated between February 2013 and October 2022 were assigned to the training, internal validation, and external validation sets, respectively. Radiomics features were extracted from non-contrast CT images, and the least absolute shrinkage and selection operator (LASSO) algorithm was used to develop a radiomics signature. Then, a radiomics model incorporating the radiomics signature and clinical predictors was constructed. The performance of the model (discrimination, calibration, and clinical usefulness) was evaluated.Results::When patients with ammonium urate stones were included in the analysis, the accuracy of DECT in the diagnosis of uric acid stones was significantly decreased. Sixty-two percent of ammonium urate stones were mistakenly diagnosed as uric acid stones by DECT. A radiomics model incorporating the radiomics signature, urine pH value, and urine white blood cell count was constructed. The model achieved good calibration and discrimination {area under the receiver operating characteristic curve (AUC; 95% confidence interval [CI]), 0.944 (0.899–0.989)}, which was internally and externally validated with AUCs of 0.895 (95% CI, 0.796–0.995) and 0.870 (95% CI, 0.769–0.972), respectively. Decision curve analysis revealed the clinical usefulness of the model.Conclusions::DECT cannot accurately differentiate ammonium urate stones from uric acid stones. Our proposed radiomics model can serve as a complementary diagnostic tool for distinguishing them in vivo.
2.Effects and mechanism of Glycyrrhiza inflata polysaccharides on the maturation and anti-tumor effect of dendritic cell
Xiaokelati NADIREMU ; Yongting YU ; Yongqiang LU ; Zhaoxi ZHOU ; Lili ZHANG ; Yuanyuan CONG
China Pharmacy 2024;35(20):2453-2459
OBJECTIVE To investigate the effects and mechanism of Glycyrrhiza inflata polysaccharides (GiP) and GiP-B1 on the maturation and anti-tumor effect of dendritic cell (DC). METHODS The immature DC (imDC) of hepatocellular carcinoma cell H22 tumor-bearing mice cultured in vitro were divided into control group, tumor necrosis factor-α (TNF-α) group, GiP group, and GiP-B1 group. The viability, positive expressions of surface markers (CD11c, CD80, CD86, MHC-Ⅱ), the levels of interleukin-12p70 (IL-12p70) and IL-4 in mature DC (mDC) of tumor-bearing mice were detected. mDC and CD4+T lymphocytes were co-cultured to generate CD4-cytotoxic T cell (CD4-CTL); stimulation index, the levels of IL-12p70, interferon-γ (IFN-γ), IL-4 and IL-10, the killing activity of CD4-CTL to H22 cell were detected. mRNA expressions of IL-12, IL-12 receptor (IL-12R), signal transducer and activator of transcription-4 (STAT-4), as well as the protein expression of IL-12 receptor β2 (IL-12Rβ2), phosphorylation levels of nuclear factor-kappa B (NF- κB) p65 and STAT-4 proteins in mDC were detected after co-culture. RESULTS Compared with the control group, the viability of mDC, the positive expressions of MHC-Ⅱ, and the levels of IL-12p70 and IL-4 were increased significantly in GiP group and GiP-B1 group (P<0.05). The positive expressions of CD11c, CD80 and CD86 showed an increasing trend, but the differences were not statistically significant (P>0.05). After co-culturing, the stimulation index, the levels of IL-12p70 and IFN-γ were significantly increased (P<0.05), while the levels of IL-4 and IL-10 (except for the GiP group) were significantly decreased (P<0.05); the cytotoxicity against H22 cells was significantly enhanced (P<0.05). mRNA expressions of IL-12 and IL-12R (except for GiP group) and STAT-4, protein expression of IL-12Rβ2 as well as phosphorylation levels of NF-κB p65 and STAT-4 protein were increased significantly in mDC (P<0.05). CONCLUSIONS GiP and GiP-B1 have a good promoting effect on the maturation of DC in tumor-bearing mice, effectively stimulate CD4+T cell proliferation, enhance the anti-tumor activity of CD4-CTL,and its mechanism may be related to activating IL-12/NF-κB/ STAT-4 signaling pathway.
3.Smoking behavior and associated factors among the residents aged between 15 and 69 years in Fengxian District, Shanghai
Wei HAN ; Weibing WANG ; Hui XU ; Mingmin ZHANG ; Zhaoxi YAN ; Ying CHEN ; Yang XIE
Shanghai Journal of Preventive Medicine 2024;36(11):1082-1086
ObjectiveTo explore the relationship between smoking behavior and related factors among the adult residents in Fengxian District,so as to provide an evidence for carrying out tobacco control and other health promotion work. MethodsA multi-stage stratified cluster random sampling method was used to select 2 272 community residents aged between 15 and 69 yeas to carry out the questionnaire survey. ResultsIn 2020, the smoking rate of adult residents in Fengxian District was 23.50%. Smoking behavior was statistically correlated with age, gender, household registration, chronic disease, occupation and educational level. Smoking behavior was inversely correlated with educational level. Smoking rate of male residents was significantly higher than that of female residents, smoking rate of residents with chronic diseases was significantly higher than that of those without suffering from chronic diseases, and smoking rate of permanent registered residents was significantly higher than that of those non-locals. The highest smoking prevalence was among retired and freelancers, followed by staff of government agencies and public institutes, while the lowest was among students, followed by intellectuals. Multivariate logistic regression analysis showed that gender, age and education level were the main factors affecting the smoking prevalence level. ConclusionThe general smoking rate of adult residents in Fengxian District was higher than the average level in Shanghai but lower than the national level. Male residents aged ≥25 years and with lower education level are the key invention targets for tobacco control.
4.Evaluation of selected photon shield and organ-based tube current modulation for organ dose reduction and image quality in head CT for infants: a phantom study
Zilong YUAN ; Tao LIU ; Biao ZHANG ; Tiao CHEN ; Cuiling LI ; Zhaoxi ZHANG ; Lei WU
Chinese Journal of Radiological Medicine and Protection 2022;42(3):225-229
Objective:To compare the dose and image quality of selected photon shield (SPS) technique, organ-based tube current modulation (OBTCM) technique and the combination of these two techniques for reducing the organ dose in head CT examination for infants.Methods:Two anthropomorphic head phantoms (CIRS 1-yr-old and 5-yr-old) were scanned by using Reference mode, Reference + OBTCM mode, SPS mode and SPS + OBTCM mode, respectively. Radiation doses to the lens of the eye, the anterior of the brain, the posterior of the brain, noise level and CNR of orbit and brain in different phantoms were measured and compared by using different scanning modes.Results:Compared with Reference mode, the doses to the lens of the eye in 1-yr-old and 5-yr-old phantom decreased by (21.89 ± 0.01)% and (28.33 ± 0.34)%, respectively. In SPS mode, the reduction in doses to the lens of the eye in 1-yr-old and 5-yr-old phantom were (71.38 ± 1.30)% and (53.72 ± 2.42)%, respectively. In SPS + OBTCM mode, the reduction was (71.12 ± 2.54)% and (55.73 ± 1.90)%, respectively. There was significant difference in the noise level of orbit and brain in different phantoms under various scanning modes ( F=5.67-85.47, P< 0.05). The noise level in OBTCM mode compared with reference mode increased slightly (<1.45 HU) in various phantoms. SPS and SPS + OBTCM mode resulted in a small noise increase (<2.58 HU). There was no significant difference in CNR of different phantoms under various scanning modes ( P>0.05). Conclusions:SPS and SPS + OBTCM mode can significantly reduce the radiation dose of lens and the whole image plane in the head CT scan for infants, with maintaining the image quality.
5.Establishment of a prognostic model of Wnt signaling pathway related genes in gastric cancer
Lianlian TIAN ; Jun ZHU ; Qian MA ; Han PENG ; Yiran ZHANG ; Zhaoxi WANG ; Rui CHEN
Journal of Xi'an Jiaotong University(Medical Sciences) 2022;43(2):252-257
【Objective】 To confirm the role of Wnt signaling pathway in the occurrence and development of gastric cancer (GC), establish a prognostic model composed of Wnt pathway related genes, and then evaluate the predictive value of the model. 【Methods】 We downloaded the gene expression data and survival data of GC in TCGA database, and used GSEA enrichment analysis to verify the enrichment of Wnt pathway in GC and para-cancer samples. In this study, univariable COX regression analysis and survival curve analysis were used to select the prognosis-related genes of GC. Then the multivariate COX proportional hazard regression model was used to obtain the prognostic model of Wnt signaling pathway related genes. Then, receiver operating characteristic (ROC) curve and forest plot were used to verify the clinical predictive value of the model. The model was then validated in GEO external database. Finally, by utilizing quantitative real-time PCR (qPCR), we detected the expressions of Wnt signaling pathway related genes in 8 pairs of clinical GC and para-cancer samples. 【Results】 We downloaded 32 samples of normal para-cancer samples and 375 cancer samples and their corresponding clinical data. GSEA enrichment showed that compared with normal samples, Wnt pathway was significantly enriched in GC samples (P<0.05). The results of univariate COX analysis showed that 13 Wnt pathway genes were closely related to the prognosis of GC patients. Multivariate COX determined that the model was multiplied and accumulated by ETV2, SERPINE1, CPZ, VPS35 and IGFBP1 and their corresponding coefficient β. The survival curve and ROC curve showed that the model could accurately predict the prognosis of GC patients, and the 1-year, 3-year, and 5-year areas under the curve (AUC) were 68.0%, 69.4% and 78.5%, respectively. Clinical univariate and multivariate COX analyses showed that the model could become an independent prognostic factor other than TNM system of GC. The external data set (GSE84437) validation results of GC showed that the model could better predict the prognosis of GC patients. qPCR results indicated that ETV2, SERPINE1, CPZ, VPS35 and IGFBP1 expressions were upregulated in GC samples compared with para-cancer samples. 【Conclusion】 This study further confirmed that Wnt pathway plays an important role in the progress of GC from the perspective of bioinformatics, and we have established a prognosis-related risk model, providing a new perspective for clinical genetic testing, targeted therapy and individualized therapy.
6.To investigate the effect of scan table on CT size-specific dose estimate in children
Wei PENG ; Tiao CHEN ; Tian LIAO ; Zhaoxi ZHANG ; Lili ZHENG ; Hao CHEN ; Yaoyao HE ; Zilong YUAN
Chinese Journal of Radiological Medicine and Protection 2019;39(7):539-543
Objective To investigate the effect of scan table on size-specific dose estimate ( size-specific dose estimate, SSDE) in children's CT scan. Methods CT imaging data and CTDIvol of 44 children ( 15 heads, 13 chests, 16 abdomen-pelvis) who underwent Siemens SOMATOM Definition AS+ 64 row 128-slice CT scan were retrospectively collected. CTDIvol of each patient was recored, WED ( water equivalent diameter) was calculated by two different methods ( with or without table) , donated as WED-T and WED-NT, then the corresponding SSDEWED ( SSDEWED-T and SSDEWED-NT ) was calculated. And the SSDEWED-NT was used as reference to evaluate the difference between WED and SSDEWED obtained by two different methods. Results Including part of table will lead to the overestimate for WED, with mean differences of 0. 10%, 2. 82% and 2. 54% for head, chest and abdomen-pelvis, respectively, while SSDEWED will be underestimated by 0. 06% ( head ) , 2. 70% ( chest ) and 1. 59% ( abdomen-pelvis ) . Conclusions Including par of the patient table has a certain effect on SSDEWED for children, more attention should be paid for the application of SSDEWED.
7. Diagnostic value of computed tomographic perfusion imaging of whole liver for quantitative assessment of blood flow state in liver cancer after transcatheter arterial chemoembolization
Shanmei LI ; Zhiling GAO ; Qianting LYU ; Jing JIA ; Pian ZHU ; Yong CHEN ; Yulin LIU ; Zhaoxi ZHANG
Chinese Journal of Hepatology 2018;26(6):429-435
Objective:
To investigate the diagnostic value of whole liver CT perfusion imaging in the quantitative evaluation of hemodynamic changes before and after transcatheter arterial chemoembolization (TACE).
Methods:
Twenty-six patients with hepatocellular carcinoma underwent TACE therapies were recruited. Whole -liver computed tomographic perfusion imaging (CTPI) was performed 2~3 days before TACE and 1 month after TACE. We measured the following perfusion parameters: hepatic arterial perfusion (HAP), portal venous perfusion (PVP), total liver perfusion (TLP), hepatic arterial perfusion index (HAPI), and time-to-peak (TTP).The F-test, t-test and Rank sum test were used for statistical analysis.
Results:
A total of 34 HCC lesions were detected. According to the deposition of lipiodol after TACE, they were divided into a lipiodol dense group (21) and a lipiodol light group (13). The length of hepatocellular carcinoma lesions after TACE showed a decreasing trend compared with preoperative TACE. The lesions in the lipiodol dense group had smaller lesions than those in the lipiodol light group. The preoperative and postoperative longitudinal diameters were (3.12 ± 0.58) cm vs. (1.93 ± 0.79) cm, (2.98 ± 2.01) cm vs. (2.58 ± 2.00) cm, the differences were statistically significant (
8.MRS in quantitative assessment of lumbar discs degeneration
Yong LI ; Zhaoxi CAI ; Jianyu CHEN ; Zehong YANG ; Zhenzhen LIU ; Xinhua JIANG ; Mengdi ZHANG
Chinese Journal of Medical Imaging Technology 2017;33(3):440-444
Objective To evaluate the value of MRS in quantitative assessment of degeneration of lumbar discs.Methods Totally 82 patients with lumbago underwent lumbar MR scanning.All the discs were classified with Pfirrmann grades in the sequences of sagittal T2WI.The area under N-acetyl peak,under water peak and the ratio of N-acetyl/Water were measured by MRS.Correlation between MRS values and Pfirrmann grade,age were analyzed.Results In 82 patients,204 lumbar discs were measured by MRS.There were 89,73,39,3 discs in Pfirrmann Ⅱ,Ⅲ,Ⅳ,V respectively.The areas of N-acetyl,water peak and N-acetyl/Water ratio of nucleus region were positively correlated with Pfirrmann grading,respectively (rs =-0.460,-0.204,-0.526,all P<0.05).There were 62,25,37,51,29 discs in patients aged <30,30-39,40-49,50-59,>59 years respectively.The ares of N-acetyl peak,N-acetyl/Water ratio of nucleus region was negatively correlated with the age (rs=-0.247,-0.385,both P<0.05).Conclusion MRS can be used for quantitative assessment of lumbar discs degeneration.
9.Clinical features and outcomes in acute ischemic stroke patients with remote symptomatic intracranial hemorrhage after intravenous thrombolysis
Jinfang ZHOU ; Wanhua WANG ; Zhaoxi MA ; Yan ZHANG ; Jieming REN ; Hongzhou WANG ; Liyun LU ; Zhicheng BAO ; Yongjun CAO ; Qi FANG
International Journal of Cerebrovascular Diseases 2017;25(5):412-415
ObjectiveTo investigate clinical features and outcomes in acute ischemic stroke patients with remote symptomatic intracranial hemorrhage (sICHr) after intravenous thrombolysis.MethodsThe acute ischemic stroke patients with sICHr after intravenous thrombolysis therapy were enrolled retrospectively.The clinical data were collected and the related literature was analyzed and summarized.ResultsA total of 6 acute ischemic stroke patients with sICHr were enrolled, including 4 males.Three patients had a history of using antiplatelet agents, 2 with atrial fibrillation, 4 with hypertension, 3 with previous stroke history, 4 with smoking history, and 4 had sICHr at 2 h after intravenous thrombolysis.Of the 14 hemorrhagic foci (except in the infarct areas), 10 were in the cerebral cortex.Three patients died within 1 week, and 1 was in a persistent vegetative state.Conclusions SICHr after intravenous thrombolysis in patients with acute ischemic stroke is mainly located in the cerebral cortex.The outcomes in acute ischemic stroke patients with SICHr after intravenous thrombolysis are poor, and the mortality is high.
10.Forty Cases of Therapy for Mental Retardation Associated with Agitation by Ziprasidone Mesylate
Junhui PING ; Fei PAN ; Zhaoxi ZHONG ; Lina WANG ; Jingdan ZHANG ; Yonghe CAO
Herald of Medicine 2015;(7):899-902
Objective To investigate the clinical efficacy and safety of ziprasidone mesylate injection on the acute agitation symptom in mental retardation. Methods The total of 80 patients of mental retardation with acute agitation symptoms were randomly divided into two groups:the treatment group (40 patients) were intra-muscarly given with ziprasidone mesylate injection at the initial dose of 10 mg, 20 mg 4 h later, and 30 mg once on the second day and third day. And the control group (40 patients) were treated with haloperidol injection. The volume dose of haloperidol was 20 mg everyday. Other antipsychotic drugs, antimanic drugs and benzodiazepines were not allowed to be used during the observation, neither does the prophylactic use of drugs against parkinson's disease. Before and 1, 2, 4, 6, 8, 12, 24, 48, 72 h after treatment, the positive and negative scale ( PANSS) reduction rate, the end of the clinical global impression scale ( CGI) were assessed. By the end of the treatment, the adverse reactions symptom, cale ( TESS) was assessed for the safety. Results By the end of treatment PANSS reduction rate was 46. 31% in the test group and 48. 81% in the control group, the clinical improvement rate was 80. 00% in the treatment group and 82. 50% in the control group. No statistically significant difference on efficacy was found between two groups. The side reaction rate in the treatment group was 27. 5%, that in the control group was 40. 0%, there was significant difference ( P<0. 05) between two groups, but the extrapyramidal reaction in the control group was significantly more than that in the treatment group(P<0. 05). Conclusion Ziprasidone mesylate injection is effective on treating the symptoms of mental retardation, in corresponding to the effect of haloperidol injection,and with less extrapyramidal reactions.

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