1.Prediction Model of Large for Gestational Age Infants in Pregnant Women with Gestational Diabetes Mellitus
Hongying ZHA ; Shasha LI ; Yumeng CUI ; Lu SUN ; Lin YU ; Qingxin YUAN
Journal of Practical Obstetrics and Gynecology 2025;41(10):825-830
Objective:To establish a prediction model for larger for gestational age(LGA)infants in pregnant women with gestational diabetes mellitus(GDM)in order to improve pregnancy outcomes.Methods:A retro-spective analysis was performed on the clinical data of 338 pregnant women with GDM who underwent routine prenatal examinations and were hospitalized for delivery in the First Affiliated Hospital of Nanjing Medical Universi-ty from January 1,2018 to December 31,2023.Pregnant women with complete HbAlc data during pregnancy were divided into a training set of 241 cases and a validation set of 97 cases.Lasso and Logistic regression analysis and variable screening combined with previous clinical experience were used to construct a nomogram model,and its degree of differentiation and calibration were evaluated.Result:①By Lasso regression analysis,age,family histo-ry of type 2 diabetes,body mass index(BMI),gestational weight gain(GWG),fasting blood glucose(FBG),postprandial 1-hour blood glucose(1h PBG),HbAlc,free triiodothyronine(FT3),free thyroxine(FT4)and insulin treatment were important predictors of LGA.②Multivariate Logistic regression analysis showed that GWG and HbAlc were independent risk factors for LGA in pregnant women with GDM(OR>1,P<0.05).③Combined with Lasso and Logistic regression analysis,previous literature reports and clinical experience,BMI,GWG,FBG,1h PBG,HbAlc and FT3 were selected as independent variables,and LGA as dependent variable.A nomogram pre-diction model was constructed in the training set,and the C-index of 0.71.ROC curve analysis showed that the AUC values of the training set and the validation set were 0.709 and 0.700,respectively,and the discriminative a-bility of the model was acceptable.The calibration curve of the model was close to the ideal curve,and the clinical decision curve suggested that the model showed a positive net benefit at the threshold of 10%to 50%.Conclu-sion:The predictive model has certain value in predicting the occurrence of LGA in pregnant women with GDM,and provides help for early diagnosis,treatment and clinical intervention of GDM and its complications,in order to improve perinatal and long-term adverse outcomes.
2.Dosimetric impact of dwell position spacing in three-dimensional interstitial brachytherapy plans for cervical cancer
Wenwen ZHANG ; Yuanjie CAO ; Jie CHEN ; Zhiyong YUAN ; Jiaming ZHANG ; Zhiyong CUI ; Zhirong ZHANG ; Wei WANG ; Qingxin WANG
Chinese Journal of Radiation Oncology 2025;34(5):476-481
Objective:To investigate the dosimetric impact of dwell position spacing in the design of three-dimensional (3D) interstitial brachytherapy plans for cervical cancer, and to provide a reference for selecting dwell spacing in clinical planning.Methods:A total of 15 patients with cervical cancer who underwent 3D interstitial brachytherapy at Tianjin Medical University Cancer Institute & Hospital between March 2022 and March 2024 were selected using simple random sampling. For each patient, 10 brachytherapy plans were generated with different dwell position spacings set at 1, 2, 3, 4, 5, 6, 7, 8, 9, and 10 mm, respectively. Key parameters among different dwell spacings compared included D 90%, V 100%, V 200%, and V 300% for the high-risk clinical target volume (HRCTV); D 90% for the intermediate-risk clinical target volume (IRCTV); D 2 cm3 for organs at risk (OARs) (bladder, small intestine, colon, and rectum); and the total dwell time. Statistical analyses were performed using repeated measurement ANOVA or the Friedman test. Results:Among different dwell spacings, there were no statistically significant differences in HRCTV D 90%, HRCTV V 100%, bladder D 2 cm3, and rectum D 2 cm3 among different dwell spacings ( P=0.075, 0.061, 0.480, 0.639). All plans with dwell spacings ≤ 3 mm met clinical dose requirements. When the dwell spacing was set to 1 mm, HRCTV V 200% and V 300% had the smallest mean values, while IRCTV D 90% and total dwell time had the largest mean values; all differences were statistically significant ( P<0.05). When the dwell spacing was ≥6 mm, an increase in spacing led to a decrease in mean small intestine D 2 cm3, and total dwell time, but an increase in HRCTV V 200% and a decrease in IRCTV D 90%, with statistically significant differences compared to spacings of 1-4 mm ( P<0.05). When the dwell spacing was ≥8 mm, the median colon D 2 cm3 decreased, with statistically significant differences compared to spacings of 1-3 mm ( P<0.05). Conclusions:For 3D interstitial brachytherapy planning in cervical cancer, dwell position spacings ≤ 3 mm can meet clinical dose requirements, with 1 mm providing optimal target coverage. Spacings ≥6 mm / ≥8 mm can reduce radiation dose to the small intestine and colon, respectively, while also shortening dwell time.
3.Prediction Model of Large for Gestational Age Infants in Pregnant Women with Gestational Diabetes Mellitus
Hongying ZHA ; Shasha LI ; Yumeng CUI ; Lu SUN ; Lin YU ; Qingxin YUAN
Journal of Practical Obstetrics and Gynecology 2025;41(10):825-830
Objective:To establish a prediction model for larger for gestational age(LGA)infants in pregnant women with gestational diabetes mellitus(GDM)in order to improve pregnancy outcomes.Methods:A retro-spective analysis was performed on the clinical data of 338 pregnant women with GDM who underwent routine prenatal examinations and were hospitalized for delivery in the First Affiliated Hospital of Nanjing Medical Universi-ty from January 1,2018 to December 31,2023.Pregnant women with complete HbAlc data during pregnancy were divided into a training set of 241 cases and a validation set of 97 cases.Lasso and Logistic regression analysis and variable screening combined with previous clinical experience were used to construct a nomogram model,and its degree of differentiation and calibration were evaluated.Result:①By Lasso regression analysis,age,family histo-ry of type 2 diabetes,body mass index(BMI),gestational weight gain(GWG),fasting blood glucose(FBG),postprandial 1-hour blood glucose(1h PBG),HbAlc,free triiodothyronine(FT3),free thyroxine(FT4)and insulin treatment were important predictors of LGA.②Multivariate Logistic regression analysis showed that GWG and HbAlc were independent risk factors for LGA in pregnant women with GDM(OR>1,P<0.05).③Combined with Lasso and Logistic regression analysis,previous literature reports and clinical experience,BMI,GWG,FBG,1h PBG,HbAlc and FT3 were selected as independent variables,and LGA as dependent variable.A nomogram pre-diction model was constructed in the training set,and the C-index of 0.71.ROC curve analysis showed that the AUC values of the training set and the validation set were 0.709 and 0.700,respectively,and the discriminative a-bility of the model was acceptable.The calibration curve of the model was close to the ideal curve,and the clinical decision curve suggested that the model showed a positive net benefit at the threshold of 10%to 50%.Conclu-sion:The predictive model has certain value in predicting the occurrence of LGA in pregnant women with GDM,and provides help for early diagnosis,treatment and clinical intervention of GDM and its complications,in order to improve perinatal and long-term adverse outcomes.
4.Dosimetric impact of dwell position spacing in three-dimensional interstitial brachytherapy plans for cervical cancer
Wenwen ZHANG ; Yuanjie CAO ; Jie CHEN ; Zhiyong YUAN ; Jiaming ZHANG ; Zhiyong CUI ; Zhirong ZHANG ; Wei WANG ; Qingxin WANG
Chinese Journal of Radiation Oncology 2025;34(5):476-481
Objective:To investigate the dosimetric impact of dwell position spacing in the design of three-dimensional (3D) interstitial brachytherapy plans for cervical cancer, and to provide a reference for selecting dwell spacing in clinical planning.Methods:A total of 15 patients with cervical cancer who underwent 3D interstitial brachytherapy at Tianjin Medical University Cancer Institute & Hospital between March 2022 and March 2024 were selected using simple random sampling. For each patient, 10 brachytherapy plans were generated with different dwell position spacings set at 1, 2, 3, 4, 5, 6, 7, 8, 9, and 10 mm, respectively. Key parameters among different dwell spacings compared included D 90%, V 100%, V 200%, and V 300% for the high-risk clinical target volume (HRCTV); D 90% for the intermediate-risk clinical target volume (IRCTV); D 2 cm3 for organs at risk (OARs) (bladder, small intestine, colon, and rectum); and the total dwell time. Statistical analyses were performed using repeated measurement ANOVA or the Friedman test. Results:Among different dwell spacings, there were no statistically significant differences in HRCTV D 90%, HRCTV V 100%, bladder D 2 cm3, and rectum D 2 cm3 among different dwell spacings ( P=0.075, 0.061, 0.480, 0.639). All plans with dwell spacings ≤ 3 mm met clinical dose requirements. When the dwell spacing was set to 1 mm, HRCTV V 200% and V 300% had the smallest mean values, while IRCTV D 90% and total dwell time had the largest mean values; all differences were statistically significant ( P<0.05). When the dwell spacing was ≥6 mm, an increase in spacing led to a decrease in mean small intestine D 2 cm3, and total dwell time, but an increase in HRCTV V 200% and a decrease in IRCTV D 90%, with statistically significant differences compared to spacings of 1-4 mm ( P<0.05). When the dwell spacing was ≥8 mm, the median colon D 2 cm3 decreased, with statistically significant differences compared to spacings of 1-3 mm ( P<0.05). Conclusions:For 3D interstitial brachytherapy planning in cervical cancer, dwell position spacings ≤ 3 mm can meet clinical dose requirements, with 1 mm providing optimal target coverage. Spacings ≥6 mm / ≥8 mm can reduce radiation dose to the small intestine and colon, respectively, while also shortening dwell time.
5.Preliminary study of predicting radiation pneumonitis based on radiomics technology
Zhen ZHANG ; Lujun ZHAO ; Wei WANG ; Jingjing CUI ; Qi WANG ; Ying LIU ; Qingxin WANG ; Daguang ZHANG
Chinese Journal of Radiation Oncology 2020;29(6):427-431
Objective:To identify the radiomics features related to the occurrence of radiation pneumonitis based on localized CT images of the chest in lung cancer patients, establish a machine learning model and investigate the value of radiomics technology in predicting the incidence of radiation pneumonitis.Methods:Clinical data of 86 patients with stage Ⅲ non-small cell lung cancer who received radical intensity-modulated radiation therapy (IMRT) were retrospectively analyzed. The radiation pneumonitis was graded by follow-up imaging data and clinical information. The planning CT images were collected. The lung was used as the volume of interest for extraction of radiomics features. The radiomics features, clinical and dosimetric parameters associated with the incidence of radiation pneumonitis were analyzed. Using the support vector machine to construct the model, the prediction performance of the model was evaluated by the five-fold verification method.Results:A total of 1029 radiomics features were extracted from CT images and 5 features were selected by ANOVA and LASSO. Two validation sets showed differences between adopting radiomics features alone and incorporating clinical and dosimetric parameters and radiomics features (AUC=0.67 and 0.71, respectively).Conclusions:The radiomics model constructed by planning CT images of lung cancer patients has the potential to predict the occurrence of radiation pneumonitis. Addition of clinical and dosimetric parameters can further improve the prediction performance of the model.
6.Expression of IQGAP1 in esophageal squamous cell carcinoma and its effect on malignant biologic behaviors of TE-2 cells
CHEN Yu ; SONG Wei ; CUI Facai ; WANG Jiaqi ; XIA Qingxin
Chinese Journal of Cancer Biotherapy 2019;26(1):73-78
Objective: To explore the expression of IQGAP1 (Ras GTPase-activating-like protein containing IQ domain) in esophageal squamous cell carcinoma (ESCC) tissues and cell lines and its effect on the proliferation and invasion of TE-2 cell. Methods: Totally 125 pairs of cancer tissues and para-cancerous tissues from ESCC patients, who underwent surgical resection inAffiliated Tumor Hospital of Zhengzhou University from January 2015 to December 2016, were included in this study; in addition, ESCC cell lines (TE-2, TE3, ECA109) and normal esophageal epithelial cell line Het-1A were also collected. The expression of IQGAP1 was detected by immunohistochemical staining and its relationship with cliniopathological features was also analyzed. IQGAP1 mRNA and protein expressions in ESCC cell lines were detected by Real-time quantitative PCR (qPCR) and Western blotting, respectively. TE-2 cells were transfected with si-IQGAP1 (positive transfection group) and si-CTRL (negative control group) plasmids, and the effects of IQGAP1 silencing on the proliferation and invasion of TE-2 cells were detected by MTT and Transwell assay. The expressions of E-cadherin and Ncadherin were detected by Western blotting. Results: The positive expression rate of IQGAP1 in ESCC tissues was significantly higher than that in para-cancerous tissues (P<0.05), which was closely related to tumor stage and histologic grade (all P<0.05). The mRNAand protein expressions of IQGAP1 in TE-2, TE-3 and ECA109 cells were significantly higher than those in Het-1Acells (all P<0.05).After IQGAP1 was silenced, compared with the negative control group and the blank group, the expression of IQGAP1 mRNAand protein in the positive transfection group significantly decreased (all P<0.05); the proliferation and invasiveness of TE-2 cells significantly decreased (all P<0.05); E-cardherin was up-regulated while N-cardherin was down-regulated (all P<0.05) in the positive interference group. Conclusion: IQGAP1 is highly expressed in ESCC tissues, and si-IQGAP1 can inhibit the proliferation and invasion of TE-2 cells, which plays an important role in the occurrence and development of ESCC.
7.Clinical value of myocardial enzymes and umbilical artery blood gas analysis in diagnosis and treatment of neonatal asphyxia
Shengwen ZHI ; Qingxin BAI ; Min CHENG ; Jie CUI
Chinese Journal of Primary Medicine and Pharmacy 2018;25(7):847-850
Objective To investigate the clinical value of myocardial enzymes and umbilical artery blood gas analysis in the diagnosis and treatment of neonatal asphyxia (HIE).Methods Eighty-seven neonates with HIE and 94 healthy neonates(control group) were selected and compared.The myocardial enzymes [aspartate aminotransferase (AST),creatine phosphokinase(CK),creatine phosphokinase isoenzyme (CK-MB),hydroxybutyrate dehydrogenase (HB-DH),lactate dehydrogenase (LDH)] and umbilical artery blood gas analysis [pH,alkali residue (BE),arterial oxygen pressure(PaO2),arterial carbon dioxide partial pressure (PaCO2)] of the two groups were detected and compared.Results The levels of AST,CK,CK-MB,HB-DH and LDH in the observation group were (123.54 ±36.57) U/L,(1 786.83 ± 542.37) U/L,(584.63 ± 164.54) U/L,(652.31 ± 187.38) U/L,(956.38 ± 257.64) U/L,respectively,which were significantly higher than those in the control group [(65.38 ± 20.34) U/L,(675.48 ± 240.32) U/L,(48.61 ± 12.15) U/L,(248.36 ± 51.69) U/L,(581.36 ± 102.67) U/L] (t =13.35,17.75,31.50,20.10,13.04,all P <0.05).The pH,BE,PaO2,PaCO2 of the observation group were (7.02 ±0.13),(9.56 ± 1.74) mmol/L,(3.26 ± 0.26) kPa,(6.88 ± 1.24) kPa,respectively,which of the control group were (7.20 ± 0.16),(8.96 ± 1.52) mmol/L,(3.21 ±0.33) kPa,(6.58 ± 1.84) kPa,respectively.the pH value in the observation group was significantly lower than that in the control group (t =8.27,P < 0.05).The BE,PaO2 and PaCO2 between the two groups had no statistically significant differences (all P > 0.05).In the observation group,the levels of AST,CK,CK-MB,HB-DH and LDH of the neonates with ideal prognosis were (59.68 ±-13.52) U/L,(542.36 ± 103.65) U/L,(49.37 ± 14.25) U/L,(275.36 ± 64.51) U/L,(567.35 ± 115.24) U/L,respectively,which were significantly lower than those of the neonates with poor prognosis [(81.32 ± 36.24) U/L,(1 265.38 ± 362.74) U/L,(168.35 ±50.01)U/L,(602.31 ± 205.34)U/L,(853.64 ± 212.54)U/L],and the pH value of the observation group with ideal prognosis was significantly higher than that of the neonates with poor prognosis [(7.19 ± 0.21) vs.(7.01 ±0.18)],the differences were statistically significant (t =14.67,14.42,17.22,11.14,7.14,2.91,all P < 0.05).Conclusion The myocardial enzymes and umbilical artery blood gas analysis can be used in the early diagnosis of HIE and evaluation of the prognosis,and it has high clinical value.
8.Effect of 12(S)-HETE on the p27~(kip1) expression in rat mesangial cells and glomeruli
Yingchun CUI ; Jie ZHANG ; Qingxin LIU ; Qiaoyan GUO ; Man WU ; Dongmei ZHANG ; Lining MIAO ; Zhonggao XU
Chinese Journal of Immunology 2009;25(12):1067-1069
Objective:To investigate the effect of 12(S)-HETE on the p27~(kip1) expression in mesangial cells and glomeruli.Methods:Mesangial cells were exposed to 12(S)-HETE.12(S)-HETE was infused to rats by osmotic mini-pump.Total protein content measurement for cell hypertrophy,RT-PCR for mRNA expression and Western blot for protein expression were performed respectively.Results:12(S)-HETE stimulation induced mesangial cell hypertrophy and p27~(kip1) protein expression,but not p27~(kip1) mRNA expression.Furthermore,p27~(kip1) mRNA and protein expression in the glomeruli were significantly increased by 12(S)-HETE stimulation using osmotic mini-pump.Conclusion:12(S)-HETE plays an important role in the pathogenesis of glomerular cell hypertrophy and senescence through upregulation of p27~(kip1) expression.
9.Inhibition of MHCⅡExpression on Human Dermal Fibroblast Through CⅡTA Anti-sense RNA
Rong GUO ; Ping ZOU ; Huazhong LU ; Huahua FAN ; Yilin CAO ; Lei CUI ; Wei LIU ; Qingxin SHANG ; Bin ZHENG ; Li GAO ; Feng GAO
Chinese Journal of Dermatology 2003;0(11):-
Objective To investigate the feasibility of using anti-sense RNA against classⅡmajor histocompatibility complex(MHCⅡ)transactivator(CⅡTA),which might regulate MHCⅡexpression,to suppress the relative immune response.Methods Stable transfectants of dermal fibroblasts with pDarⅡ(pDarⅡ-D)were tested for the expression of classic MHCⅡ(HLA-DR,-DP,-DQ)antigens induced with recombinant human interferon-gamma(IFN-?).mRNA abundance of CⅡTA,and classic MHCⅡwas mea-sured by RT-PCR.IL-2mRNA expressed in T cells,stimulated by transfected dermal fibroblasts,was de-termined by mixed lymphocyte reaction.Results When induced with IFN-?,the expression of HLA-DR and-DP antigens on pDarⅡ-D was reduced by95.63%and87.89%,respectively.Meanwhile,the mRNA contents of CⅡTA and classic MHCⅡwere decreased significantly(P
10.In vitro chondrogenic phenotype differentiation of bone marrow stem cells.
Wanyao XIA ; Qingxin SHANG ; Lei CUI ; Rong XU ; Xiaobang DING ; Yilin CAO
Chinese Journal of Plastic Surgery 2002;18(1):12-14
OBJECTIVETo investigate the feasibility of chondrogenic phenotype differentiation of adult swine bone marrow stem cells(MSCs) in a defined medium as seeding cells in cartilage tissue engineering.
METHODSA volume of 5 ml bone marrow was aspirated from swine iliac crest and cultured in the complete medium of DMEM-LG for two weeks. The growth and ultrastructure of the cultured MSCs were observed. Immunohistochemistry and in situ hybridization were applied to detect the expression of collagen type II.
RESULTSThe MSCs changed from a spindle-like fibroblastic appearance to a polygonal shape when transferred from the complete medium of DMEM-LG to a defined medium. A large amount of endoplasmic reticulum was observed in large Golgi ccmplex and mitochondria. The differentiation of MSCs toward chondrogenic phenotype was verified by the positive result of collagen type II through immunohistochemistry and in situ hybridization respectively.
CONCLUSIONSBone marrow stem cells obtained from adult swine can differentiate to be chondrogenic phenotype when cultured in vitro. MSCs can likely be served as optimal autogenous cell source for cartilage tissue engineering.
Animals ; Bone Marrow Cells ; physiology ; ultrastructure ; Cell Differentiation ; Cells, Cultured ; Chondrocytes ; physiology ; Collagen Type II ; genetics ; Phenotype ; RNA, Messenger ; analysis ; Stem Cells ; physiology ; ultrastructure ; Swine ; Tissue Engineering ; Transforming Growth Factor beta ; physiology

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