1.Preparation of Carboxybetaine-based Hydrophilic Interaction Chromatographic Column and Its Performance Exploration
Yuyang CHANG ; Xiaojun DAI ; Bolin GONG
Chinese Journal of Analytical Chemistry 2017;45(5):734-740
2-(Dimethylamino)ethyl methacrylate and sodium monochloroacetate were employed to synthesize [2-(Methacryloyloxy)ethyl] dimethyl ammonium acetate (CBMA) functional monomer.CBMA was grafted on the surface of silica by surface initiated atom transfer radical polymerization (SI-ATRP) to obtain silica-CBMA hydrophilic interaction stationary phase.Three silica-CBMA stationary phases with different grafted density of CBMA monomer were synthesized in SI-ATRP progress by changing the concentration of CBMA under the same conditions.The ability to separate organic acid compounds of the synthesized silica-CBMA stationary phases was evaluated under different conditions, including effects of pH value, salt concentration and content of water of mobile phase on retention of solutes.The results showed that the stationary phases could effectively separate organic acid compounds in HILIC mode, which followed a mixed mode of chromatography of ion exchange and hydrophilic interaction.The retention of solutes decreased with the increases of salt concentration of mobile phase, which consistent with the characteristics of ion exchange;the pH value of mobile phase had significant influence on ionization of the stationary phase and solutes, i.e., the retention of solutes increased as the increasing of pH value of mobile phase.However, the retention of solutes decreased with the increasing of the content of water in mobile phase, which was the typical characteristic of HILIC.The method of hydrophilic interaction chromatography combined with silica-CBMA stationary phases could conveniently determinate the content of vitamin C and rutin in rutin tablets, providing a new method for the separation and determination of strong polar samples.
2.Comparison of ultrasound radiomics with conventional imaging models :diagnosis of central cervical lymph node metastasis in papillary thyroid carcinoma
Yunxia HUANG ; Jin ZHOU ; Tongtong LIU ; Yi GUO ; Yuyang TONG ; Jinhua YU ; Yuanyuan WANG ; Min CHEN ; Shichong ZHOU ; Cai CHANG
Chinese Journal of Ultrasonography 2019;28(10):882-887
Objective To compare the difference of diagnostic ability between ultrasound radiomics ( USR) and different conventional imaging models of central neck ( Ⅵ ) lymph node metastasis in papillary thyroid carcinoma ( PTC) . Methods A training set of 609 cases was set up . USR features were extracted and screened by USR method . A weighted formula was established to calculate the USR score of each patient by ultrasound image . T he USR score of the best diagnostic ability was obtained by statistical method and set as the diagnostic criterion . A test set of 326 cases was established to compare the diagnostic ability of USR score with ultrasound ( US ) ,computed tomography ( CT ) and US combined CT . Results T he accuracy ,sensitivity ,specificity ,area under ROC curve and Youden index of USR score in test set were 0 .804 ,0 .867 ,0 .770 ,0 .766 ,0 .533 ,respectively ,which were significantly higher than the corresponding values of US ,CT and US combined CT ( all P = 0 .000 ) . Conclusions USR score obtained with USR method can effectively predict lymph node metastasis in Ⅵ region of PTC . T he diagnostic efficiency and clinical value of USR score were significantly higher than those of conventional medical imaging models .
3.The association between molecular biomarkers and ultrasonographic radiomics features for triple negative invasive breast carcinoma
Jiawei LI ; Zhou FANG ; Jin ZHOU ; Yuyang TONG ; Zhaoting SHI ; Cai CHANG ; Yi GUO ; Jinhua YU ; Yuanyuan WANG
Chinese Journal of Ultrasonography 2019;28(2):137-143
Objective To evaluate the association between quantitative ultrasonographic features and clinical ,pathological and immunohistochemical features of triple negative invasive breast carcinoma( TNBC) . Methods With the ethical approval , 96 patients who were pathologically confirmed as TNBC were retrospectively reviewed . All patients were sub-grouped according to age ,tumor size ,pathological grade , Ki67 expression level and human epidermal growth factor receptor 2 ( HER-2) score .Ultrasound images were segmented for the breast carcinoma mass using a phase-based active contour model . The high-throughput radiomics features were extracted based on the two-dimensional sonographic features . There were 460 features extracted from each ultrasound image . A series of computer aided algorithms including K-svd algorithm ,sparse representation ,support vector machine ( SVM ) and radial basis function were used to determine the high-throughput sonographic features that were highly correlated to clinical ,pathological and immunohistochemical features of TNBC . The performance efficacy was expressed by accuracy and area under curve ( AUC) of the ROC curve . Results The high-throughput ultrasonographic features of invasive TNBC could predict its pathological grade ,Ki67 level and HER-2 score with the accuracy 92 .2% -96 .9%and AUC 98 .7% -99 .9% . There were 82 radiomics features selected for predicting the pathological grade of TNBC , the feature with the maximum weight was the elliptic-normalized eccentricity based on morphological features . There were 100 features selected for predicting the Ki67 expression level ,the feature with the maximum weight was the standard deviation of the annular region based on the boundary texture features . There were 85 features selected for the prediction of HER-2 score ,the most powerful parameter was the intensity based on NGTDM texture features . Conclusions Quantitative high-throughput ultrasonographic features are correlated with the pathological and immunohistochemical characteristics of invasive TNBC . High-throughput ultrasonographic features are valuable in predicting biological behavior of TNBC .
4.Expert consensus on recombinant B subunit/inactivated whole-cell cholera vaccine in preventing infectious diarrhea of enterotoxigenic Escherichia coli
Chai JI ; Yu HU ; Mingyan LI ; Yan LIU ; Yuyang XU ; Hua YU ; Jianyong SHEN ; Jingan LOU ; Wei ZHOU ; Jie HU ; Zhiying YIN ; Jingjiao WEI ; Junfen LIN ; Zhenyu SHEN ; Ziping MIAO ; Baodong LI ; Jiabing WU ; Xiaoyuan LI ; Hongmei XU ; Jianming OU ; Qi LI ; Jun XIANG ; Chen DONG ; Haihua YI ; Changjun BAO ; Shicheng GUO ; Shaohong YAN ; Lili LIU ; Zengqiang KOU ; Shaoying CHANG ; Shaobai ZHANG ; Xiang GUO ; Xiaoping ZHU ; Ying ZHANG ; Bangmao WANG ; Shuguang CAO ; Peisheng WANG ; Zhixian ZHAO ; Da WANG ; Enfu CHEN
Chinese Journal of Clinical Infectious Diseases 2023;16(6):420-426
Enterotoxigenic Escherichia coli(ETEC)infection can induce watery diarrhea,leading to dehydration,electrolyte disturbance,and even death in severe cases. Recombinant B subunit/inactivated whole-cell cholera(rBS/WC)vaccine is effective in preventing ETEC infectious diarrhea. On the basis of the latest evidence on etiology and epidemiology of ETEC,as well as the effectiveness,safety,and health economics of rBS/WC vaccine,National Clinical Research Center for Child Health(The Children’s Hospital,Zhejiang University School of Medicine)and Zhejiang Provincial Center for Disease Control and Prevention invited experts to develop expert consensus on rBS/WC vaccine in prevention of ETEC infectious diarrhea. It aims to provide the clinicians and vaccination professionals with guidelines on using rBS/WC vaccine to reduce the incidence of ETEC infectious diarrhea.
5. Comparison of ultrasound radiomics with conventional imaging models: diagnosis of central cervical lymph node metastasis in papillary thyroid carcinoma
Yunxia HUANG ; Jin ZHOU ; Tongtong LIU ; Yi GUO ; Yuyang TONG ; Jinhua YU ; Yuanyuan WANG ; Min CHEN ; Shichong ZHOU ; Cai CHANG
Chinese Journal of Ultrasonography 2019;28(10):882-887
Objective:
To compare the difference of diagnostic ability between ultrasound radiomics (USR) and different conventional imaging models of central neck (Ⅵ) lymph node metastasis in papillary thyroid carcinoma (PTC).
Methods:
A training set of 609 cases was set up. USR features were extracted and screened by USR method. A weighted formula was established to calculate the USR score of each patient by ultrasound image. The USR score of the best diagnostic ability was obtained by statistical method and set as the diagnostic criterion. A test set of 326 cases was established to compare the diagnostic ability of USR score with ultrasound (US), computed tomography (CT) and US combined CT.
Results:
The accuracy, sensitivity, specificity, area under ROC curve and Youden index of USR score in test set were 0.804, 0.867, 0.770, 0.766, 0.533, respectively, which were significantly higher than the corresponding values of US, CT and US combined CT(all