1.Multi-sequence MRI radiomics for predicting clinical stage of cervical squamous cell carcinoma
Dan ZHAO ; Zixin SHI ; Yaying SU ; Jiaojiao LI ; Shujun CUI
Chinese Journal of Interventional Imaging and Therapy 2024;21(10):607-612
Objective To explore the value of multi-sequence MRI radiomics for predicting clinical stage of cervical squamous cell carcinoma(CSCC).Methods Totally 190 patients with single CSCC confirmed by pathology were retrospectively collected.Among them,67 cases with International Federation of Gynecology and Obstetrics(FIGO)stage ⅠB—ⅡA were classified into early stage group,while 123 cases with FIGO ⅡB—ⅢC were enrolled in middle-late stage group.The patients were divided into training set(n=114,including 40 cases in early stage subgroup and 74 cases in middle-late stage subgroup)and test set(n=76,including 27 cases in early stage subgroup and 49 cases in middle-late stage subgroup)at the ratio of 6∶4.Single factor and logistic analyses were used to screen clinical relevant factors,and a clinical model was constructed.The best radiomics features of lesions were extracted and selected based on pre-treatment pelvic MR T2WI,diffusion-weighted imaging(DWI),dynamic contrast enhancement(DCE)-T1WI and all the three,respectively,and the radiomics models were constructed,including T2WI,DWI,DCE-TWI and combined sequences models,then a clinical-radiomics model was established based on clinical model and combined sequences model.The predictive efficacy of each model was evaluated by receiver operating characteristic curves,and the area under the curves(AUC)were calculated.The integrated discrimination improvement(IDI)index was also calculated to compare the diagnostic efficacy of each model in training set,and decision curve analysis(DCA)was used to evaluate their clinical value.Results Squamous cell carcinoma associated antigen in middle-late stage subgroup was higher than that in early stage subgroup in both training and test sets(both P<0.05),which was used to establish the clinical model.The AUC of clinical,T2WI,DWI,DCE-TWI,combined sequences and clinical-radiomics models for predicting clinical stage of CSCC was 0.66,0.71,0.78,0.81,0.88 and 0.89 in training set,respectively,which was 0.62,0.64,0.72,0.73,0.77 and 0.76 in test set,respectively.In training set,the predictive efficacy of clinical-radiomics model was higher than that of combined sequences model(IDI=0.19,P<0.05),both higher than that of the rest models(IDI=0.19-0.47,all P<0.05).When the thresholds were 0.02-1.00 and 0.05-1.00,combined sequences and clinical-radiomics models had higher clinical net benefits in training set.Conclusion Multi-sequence MRI radiomics could effectively predict clinical stage of CSCC,and combining clinical data could improve its diagnostic efficacy.
2.Intra-and peri-tumoral radiomics model for predicting the response to concurrent chemoradiotherapy in cervical squamous cell carcinoma based on dynamic contrast-enhanced MRI
Yaying SU ; Dan ZHAO ; Zhiying PANG ; Fei YANG ; Shujun CUI
Journal of Practical Radiology 2024;40(3):411-416
Objective To investigate the correlation between intra-and peri-tumoral radiomics features and the response to con-current chemoradiotherapy(CCRT)in cervical squamous cell carcinoma,and to explore the difference of predictive performance between 2D and 3D radiomics models.Methods The imaging data of 132 patients were analyzed retrospectively and randomly divided into training set(n=92)and validation set(n=40).Radiomics features were extracted based on the dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI),the correlation analysis and least absolute shrinkage and selection operator(LASSO)algorithm were used for dimensionality reduction and screening,then the radiomics score was calculated and the logistic model was constructed.The receiver operating characteristic(ROC)curve,internal validation of Bootstrap and Brier score were used to evaluate the discrimina-tion and calibration of the model,and the improvement in predictive performance of 3D model compared with 2D model was evaluated by the integrated discrimination improvement(IDI).Results In the training set,the ROC curve showed that the area under the curve(AUC)of the models(2D-intratumoral,3D-intratumoral,3D-peritumoral,3D-combined)ranged from 0.774 to 0.893.The internal validation of Bootstrap showed the AUC were 0.772,0.860,0.847 and 0.888,respectively,while in the validation set,the AUC were 0.757,0.849,0.824 and 0.887,respectively.The Brier scores indicated that the models were well calibrated.In the training set and the validation set,the IDI values were 0.155 and 0.179,respectively,and the differences were statistically significant(P<0.05).Conclusion The radiomics analysis based on the tumor volume can fully explore the tumor heterogeneity.The intra-and peri-tumoral radiomics combined model shows the best predictive performance,which is important to assist clinicians in developing individualized therapies.
3.Study on the inhibitory effect of UBE2T on radiosensitivity of lung adenocarcinoma
Mengjia WU ; Yunan WANG ; Bo HE ; Yanyi LU ; Junzhu XU ; Zixuan SU ; Fengmin YIN ; Shujun LIU ; Yuju BAI ; Wei HU
Chinese Journal of Radiation Oncology 2023;32(6):519-525
Objective:To investigate the effect of ubiquitin binding enzyme 2T (UBE2T) on the radiosensitivity of lung adenocarcinoma and unravel its possible mechanism.Methods:A total of 45 patients pathologically diagnosed with different stages of lung adenocarcinoma and treated with radiotherapy in the Second Affiliated Hospital of Zunyi Medical University from March, 2019 to December, 2021 were enrolled, and the efficacy was evaluated according to response evaluation criteria in solid tumors (RECIST1.1). All patients were divided into radiosensitive group ( n=25) and radioresistant group ( n=20). Radiosensitive group was complete remission (CR)+partial remission (PR), and radioresistant group was stable disease (SD) + progression disease (PD). Immunohistochemistry (IHC) was used to calculate the score based on the staining intensity and the number of positive cells. Chi-square test was combined to analyze the correlation between the expression level of UBE2T in paraffin specimens of lung adenocarcinoma patients and the radiosensitivity of patients. Lentivirus UBE2T-interfered (UBE2Tsh) A549 and UBE2T-overexpressed SPC-A-1 lung adenocarcinoma cells and their respective controls were constructed for irradiation and colony formation assay. The survivor fraction curve was fitted by single-hit multi-target model. The DNA double-strand break (DSB) marker γH2AX foci were detected by immunofluorescence (IF). The expression levels of UBE2T, γH 2AX and Rad51 proteins were detected by Western blot. Cell cycle and apoptosis rate of A549 were determined by flow cytometry. Binary variables were statistically analyzed by Fisher's exact probability method and measurement data were assessed by t-test. Results:High-expression level of UBE2T was correlated with the radiosensitivity of lung adenocarcinoma patients ( P<0.05). UBE2Tsh improved the radiosensitivity of A549 lung adenocarcinoma cells, and the sensitizing enhancement ratio (SER) was 1.795. UBE2T overexpression decreased the radiosensitivity of SPC-A-1 lung adenocarcinoma cells with an SER of 0.293. γH2AX foci number per cell were significantly increased in UBE2Tsh A549 cells after irradiation ( P<0.01) . Compared with the control group, the expression level of γH2AX protein was up-regulated ( P<0.01)and that of Rad51 protein was down-regulated in UBE2Tsh A549 cells after radiation ( P<0.001). Compared with the control group, the expression level of γH2AX protein was down-regulated ( P<0.05) and that of Rad51 protein was up-regulated in UBE2T overexpressed SPC-A-1 cells ( P<0.001). The proportion of UBE2Tsh A549 cells in G 2 phase was decreased ( P<0.01) and cell apoptosis was increased ( P<0.001). Conclusions:UBE2T might promote the radioresistance of lung adenocarcinoma cells by enhancing DNA DSB repair induced by radiotherapy, inducing cell cycle G 2 phase arrest, and reducing cell apoptosis.
4.Knowledge, Attitude and Practice about Human Papillomavirus and HPV Vaccine in Chinese Mainland: A Meta-analysis
Zhengyang SHI ; Jinqi HAO ; Jihai SHI ; Zheng SU ; Shujun LIU ; Xi ZHANG ; Huifang XU ; Jingru GAO ; Ying FU ; Youlin QIAO ; Yanqin YU
Cancer Research on Prevention and Treatment 2022;49(5):464-471
Objective To understand and evaluate the knowledge, attitude and practice of female human papillomavirus and HPV vaccine in Chinese mainland. Methods We searched the relevant studies about the knowledge, attitude and behavior factors of HPV infection and HPV vaccine published in PubMed, MEDLINE, CNKI and Wanfang databases about Chinese mainland women from January 1, 1995 to January 31, 2021.Two researchers independently screened the literatures, extracted data and the literatures with quality score≥5 points.Chi square test was used to evaluate its heterogeneity.Begg' s test was used to evaluate publication bias. Results A total of 33 literatures were included, with a total number of 46013 people.The results showed that the total awareness rate of HPV in the population was 65.9%, the lowest rates were 16.0%, 41.2% and 14.4% in Northeast, rural areas and middle school students, respectively; while the highest rates of HPV were 77.4%, 56.3% and 71.0% in Central China, cities and towns and college students, respectively.The main source of HPV knowledge was the network/WeChat official account number (38.9%), and the lowest was family/friend (4.5%).The population's awareness rate of HPV vaccine related knowledge was 41.4%, the highest rates were 51.8% and 69.7% in East China and medical staff, respectively, while the lowest were 23.6% and 12.7% in Southwest and middle school students. Conclusion In order to achieve the total elimination of cervical cancer in China by 2030 as soon as possible, people should strengthen their awareness of HPV and HPV vaccine related knowledge.
5.Paraneoplastic limbic encephalitis with double positive anti-Hu and Yo antibodies: a case report
Yanlei GENG ; Jinbo CHEN ; He MA ; Hongliang CHEN ; Xiaowen SONG ; Hong LI ; Shujun LU ; Yipeng SU ; Yaozhi HU ; Cong LI ; Xuechuan GENG
Chinese Journal of Neurology 2019;52(5):406-409
Paraneoplastic neurological syndromes (PNS) are a rare group of immune-mediated disorders that affect the central and peripheral neuromuscular system in association with cancer.If the limbal lobe system of the brain is involved,it will show paraneoplastic limbal encephalitis(PLE).The discern of patients with PNS is challenging since tumors causing paraneoplastic neurologic disorders are often asymptomatic and sometimes occult.We report a case of PLE with double positive anti-Hu and Yo antibodies,and further analyze and discuss it in conmbination with relevant literature to improve the understanding of the disease.
6.Investigation on psychological status and its relationship with Helicobacter pylori infection in servicemen from a Chinese army unit
Shujun LI ; Sa FANG ; Peng JIN ; Hui SU ; Hejuan AN ; Xiaowei WANG ; Xin WANG ; Jianqiu SHENG
Medical Journal of Chinese People's Liberation Army 2017;42(2):172-176
Objective To understand the mental health status of officers and soldiers (OSs) in a Chinese army unit,and analyze its relationship with Helicobacter pylori (H.pylori) infection.Methods Cross sectional extraction of 1293 male soldiers from a certain unit of Chinese army in September 2015,aged 17-37 years old,average age 20.5 ± 3.2.Using the symptom self rating scale (SCL-90) to conduct a psychological evaluation,comparison between the evaluation results and the Chinese military norm was conducted to understand the mental health status of OSs in the unit.13C-urea breath test was used to detect H.pylori infection,and the relationship between the positivity rate of various factors,the SCL-90 score and H.pylori infection were analyzed.Ninety OSs who had desire to eradicate H.pylori serves as the experimental group,and 90 H.pylori-infected OSs as control group.The experimental group received quadruple-drug eradication therapy,control group received no drug treatment.SCL-90 scores before and after the treatment were compared,and SCL-90 scores after treatment in the experimental group and those in the control group were also compared for analyzing the relationship between the OSs psychological status and H.pylori infection.Results The SCL-90 score of the OSs was lower than the norm of Chinese army,and the difference was statistically significant (P<0.05).The psychological screening positive rate was higher in H.pylori-positive OSs than H.pylori-negative those and the positive rates of psychological screening factors somatization,interpersonal sensitivity,hostility and paranoid were higher in H.pylori-positive OSs than in H.Pylorinegative those,and the difference was statistically significant (P<0.05).After the eradication of H.pylori in the experimental group these factor scores were lower than those before eradication.Compared with control group SCL-90 scores,soldiers somatization,interpersonal sensitivity,anxiety,hostility,paranoid factor score in experimental group after treatment were lower,the differences were statistically significant (P<0.05).Conclusion The mental health is better in OSs in this unit,the negative mental status is obvious in H.pylori-infected OSs than in H.pylori-negative those,and to eradicate H.pylori can improve their psychological state.
7.Chinese neonatal birth weight curve for different gestational age.
Li ZHU ; Rong ZHANG ; Shulian ZHANG ; Wenjing SHI ; Weili YAN ; Xiaoli WANG ; Qin LYU ; Ling LIU ; Qin ZHOU ; Quanfang QIU ; Xiaoying LI ; Haiying HE ; Jimei WANG ; Ruichun LI ; Jiarong LU ; Zhaoqing YIN ; Ping SU ; Xinzhu LIN ; Fang GUO ; Hui ZHANG ; Shujun LI ; Hua XIN ; Yanqing HAN ; Hongyun WANG ; Dongmei CHEN ; Zhankui LI ; Huiqin WANG ; Yinping QIU ; Huayan LIU ; Jie YANG ; Xiaoli YANG ; Mingxia LI ; Wenjing LI ; Shuping HAN ; Bei CAO ; Bin YI ; Yihui ZHANG ; Chao CHEN ; null
Chinese Journal of Pediatrics 2015;53(2):97-103
OBJECTIVESince 1986, the reference of birth weight for gestational age has not been updated. The aim of this study was to set up Chinese neonatal network to investigate the current situation of birth weight in China, especially preterm birth weight, to develop the new reference for birth weight for gestational age and birth weight curve.
METHODA nationwide neonatology network was established in China. This survey was carried out in 63 hospitals of 23 provinces, municipalities and autonomous regions. We continuously collected the information of live births in participating hospitals during the study period of 2011-2014. Data describing birth weight and gestational age were collected prospectively. Newborn's birth weight was measured by electronic scale within 2 hours after birth when baby was undressed. The evaluation of gestational age was based on the combination of mother's last menstrual period, ultrasound in first trimester and gestational age estimation by gestational age scoring system.
STATISTICAL ANALYSISthe growth curve was drawn by using LMSP method, which was conducted in GAMLSS 1.9-4 software package in R software 2.11.1.
RESULTA total of 159 334 newborn infants were enrolled in this study. There were 84 447 male and 74 907 female. The mean birth weight was (3 232 ± 555) g, the mean birth weight of male newborn was (3 271 ± 576) g, the mean weight of female newborn was (3 188 ± 528) g. The test of the variables' distribution suggested that the distribution of gestational age and birth weight did not fit the normal distribution, the optimal distribution for them was BCT distribution. The Q-Q plot test and worm plot test suggested that this curve fitted the distribution optimally. The male and female neonatal birth weight curve was developed using the same method.
CONCLUSIONUsing GAMLSS method to establish nationwide neonatal birth weight curve, and the first time to update the birth weight reference in recent 28 years.
Birth Weight ; China ; Female ; Gestational Age ; Humans ; Infant, Low Birth Weight ; Infant, Newborn ; Male
8.Effects of visfatin and metformin on insulin resistance and reproductive endocrine in rats with polycystic ovary syndrome.
Tiansong ZHANG ; Xianxiang ZOU ; Shujun SU ; Tian LI ; Jing WAN ; Jian GU
Journal of Southern Medical University 2014;34(9):1314-1318
OBJECTIVETo investigate the therapeutical effects of visfatin and metformin on insulin resistance and reproductive endocrine disorder in rats with polycystic ovary syndrome (PCOS).
METHODSForty female Wistar rats were divided into 4 equal groups, and in groups A, B and C, the rats were injected subcutaneously with dehydroepiandrosterone (DHEA) for PCOS modeling, with group D as the blank control injected with soybean oil. Vaginal smears and serological testing were taken to assess the modeling. After the modeling, the rats in group A received 10 µg reorganized visfatin injection and those in group B were treated with metformin (14 mg/100 g) on a daily basis for 15 days. Serum levels of T, LH, FSH, FINS and blood glucose levels during OGTT were measured before and after the treatments, and HOMA-IR and LH to FSH ratio were calculated. The ovaries were then dissected for pathological examination.
RESULTSIn groups A and B, FINS, FPG, T, HOMA-IR and blood glucose levels during OGTT were significantly decreased after the treatments (P<0.05), which resulted in recovery of regular menses in 8 (80%) rats in group A and 7 (77.8%) rats in group B with the development of normal follicles. Visfatin and metformin produced equivalent therapeutic effects in improving the insulin resistance and hyperandrogenism in PCOS rats.
CONCLUSIONVisfatin and metformin have equivalent therapeutic effects in improving insulin resistance and hyperandrogenism and in promoting the recovery of regular menses and development of normal follicles in PCOS rats.
Animals ; Female ; Humans ; Insulin Resistance ; Metformin ; pharmacology ; Nicotinamide Phosphoribosyltransferase ; pharmacology ; Polycystic Ovary Syndrome ; complications ; drug therapy ; Rats ; Rats, Wistar
9.Curative effect of 96 tuberculosis cases treated by percutaneous injection drug guided by color Doppler ultrasound
Shujun GENG ; Jiangwei SU ; Jianling LIU ; Tao SONG ; Hao ZHENG ; Hongwei LIU ; Guanju GAO
Clinical Medicine of China 2014;30(8):801-804
Objective To explore the curative effect of percutaneous cavity injection for the treatment of drug resistant pulmonary tuberculosis guided by color Doppler ultrasound.Methods Ninety-six bacterial culture positive patients with drug resistant pulmonary tuberculosis were randomly divided into treatment group(n =48) and control group (n =48).Patients in both groupswere given systemic anti tuberculosis therapy,and those who in the treatment group were given extra percutaneous cavity injection guided by color Doppler ultrasound.Results After 3 months of treatment,the sputum negative conversation rate,X-ray absorption rate,cavity closure rate,and cavity efficiency rate of the treatment group were 56.3% (27/48),81.3% (39/48),58.3% (28/48) and 75.0% (36/48) respectively,higher than those of the control group 35.4% (17/48),62.5% (30/48),37.5% (18/48) and 50.0% (24/48) respectively),and the differences were statistically significant(x2 =4.20,P =0.02 4 ; x2 =4.17,P =0.041; x2 =9.58,P =0.004 ; x2 =6.40,P=0.020).After 12 months of treatment,the sputum negative conversation rate,cavity closure rate,cavity efficiency rate of the treatment group were 93.8% (45/48),83.3% (40/48),95.8% (46/48) respectively,higher than those of control group(77.1% (37/48),62.5% (30/48) and 81.3% (39/48)),and there were significant differences between two groups (x2 =5.35,5.27,5.03 ; P =0.040,0.038,0.025) ; the X-ray absorption rate of the treatment group was 93.8% (45/48),higher than that of ciontrol group (83.3% (40/48)),but there was no significant difference between two groups(x2 =2.56,P =0.199).Conclusion It is very effective to treat drug resistant pulmonary tuberculosis using percutaneous cavity injection guided by Color Doppler Ultrasound.No obvious complications or adverse reactions have been observed so far.
10.The effects of different amounts of iodine intake on the immune status of patients with Graves disease
Junping SU ; Shengou SU ; Bo ZHANG ; Yunxia CHEN ; Chunyan LIU ; Shujun JI ; Xin YU ; Fang BIAN
Clinical Medicine of China 2012;28(1):44-46
ObjectiveTo investigate the effects of different amounts of iodine intake on the cellular and humoral immune in Grave's disease (GD) patients.MethodsThe clinical GD cases were diagnosed by thyroid fine needle Cytology examination.Patients in GD group are divided into GD group Ⅰ and GD group Ⅱ based on the median of urine iodine.The blood levels of FT4,FT3,TSH,TPOAb,TGAb,TRAb and TNF-t were detected.The difference and association of these parameters between these groups were analyzed.ResultsThe TNF-αt level in GD Ⅰ group was higher than that of GD Ⅱ group( P > 0.05 ) ;The average level of TRAb of GD Ⅰgroup ( [ 1.4 ±0.2 ] U/L) were higher than that of GD Ⅱ group ( [ 1.2 ± 0.1 ] U/L) ( P < 0.05 ) ;The positive rates of TGAb and TPOAb of GD Ⅰ group were higher than that of GD Ⅱ group ( P < 0.05 ).The percentages of patients with high level of TGAb and TPOAb in GD Ⅰ group ( 78.9% 、84.2% ) were higher than that in GD Ⅱ group (50.0%,62.5% ) ( x2 =6.79,10.70,P <0.05 ) ; Analysis showed a linear positive correlation of TNF-αwith TRAb and TPOAb ( r is 0.489 and 0.563,P < 0.01 ).ConclusionIodine is an important factor to the development of Graves disease.Excessive iodine intake will exaggerate the GD condition and patients with GD should be controlled for iodine intake.

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